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Application.ipynb
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "standing-playlist",
"metadata": {},
"outputs": [],
"source": [
"%load_ext autoreload\n",
"%autoreload 2\n",
"\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import random\n",
"import seaborn as sns\n",
"\n",
"\n",
"from FEM import *\n",
"from octotruss import *\n",
"from Dataset import *\n",
"\n",
"#%matplotlib notebook"
]
},
{
"cell_type": "markdown",
"id": "green-observation",
"metadata": {},
"source": [
"# Initialize mesh"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "sharp-triangle",
"metadata": {
"scrolled": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Elements : 240\n",
"Nodes : 63\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"def mesh_creation(size, l, d):\n",
" nx, ny, nz = size,size,size\n",
" coords, conn = octo_truss(l,nx,ny,nz)\n",
"\n",
" Nnodes = len(coords)\n",
" Nel = len(conn)\n",
"\n",
" areas = np.pi*d**2/4*np.ones((Nel,1))\n",
" tol = l/10\n",
" for i,(a,b) in enumerate(conn):\n",
" center = (coords[a]+coords[b])/2\n",
" if (center<tol).any() or (center>size*l*np.sqrt(2)-tol).any():\n",
" areas[i]=np.pi*d**2/8\n",
" \n",
" aspect=(nx,ny,nz)\n",
" return coords, conn, areas, aspect\n",
"\n",
"\n",
"\n",
"l = 530e-6\n",
"d = 65e-6\n",
"size = 2\n",
"coords, conn, areas, aspect = mesh_creation(size, l, d)\n",
"\n",
"masky = np.isclose(coords[:,1], size*l*np.sqrt(2))\n",
"maskx= np.isclose(coords[:,0], size*l*np.sqrt(2))\n",
"\n",
"\n",
"Nnodes = len(coords)\n",
"Nel = len(conn)\n",
" \n",
"plot_truss(coords, conn, aspect=aspect)\n",
"\n",
"print(\"Elements : \", Nel)\n",
"print(\"Nodes : \", Nnodes)"
]
},
{
"cell_type": "markdown",
"id": "attached-laundry",
"metadata": {},
"source": [
"# Initialize constitutive law"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "powered-express",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"E = 430e6\n",
"Ce = E\n",
"max_sigma = 11e6\n",
"\n",
"# sigma(epsilon) formulation\n",
"sigma_law = lambda epsi : max_sigma*np.tanh(E/max_sigma*epsi)\n",
"\n",
"# epsilon(sigma)\n",
"epsi_law = lambda s : max_sigma/E*np.arctanh(s/max_sigma)\n",
"\n",
"# E(epsilon)\n",
"Elaw = lambda epsi :E*(1-np.tanh( (1-Ep)*E/max_sigma*epsi)**2)\n",
"\n",
"\n",
"y = np.linspace(0,1e7, 100)\n",
"x = np.linspace(-0.,0.1,10000)\n",
"\n",
"plt.figure()\n",
"plt.plot(x, sigma_law(x),'x-')\n",
"plt.plot(epsi_law(y),y, '.-')\n",
"\n",
"#plt.plot(x, Elaw(x))\n",
"plt.xlabel('$\\epsilon$')\n",
"plt.ylabel('$\\sigma$')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "wooden-material",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"270\n"
]
},
{
"data": {
"image/png": 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4e/mL7+nkyeO0vv8HwKZ9yWzaN8pf5uGLU4JUOxMM1gccYrp3735IcvP9+/eTlJTkX68ppWRtVJUzzzyzSjayQHFxcTVury31ZaCKelTUJbDbwxzqvrc3AjCh37tEhjvTTC3aMZWK2Rg8YU2b4NG0PdYCDjHx8fH07t2bpUuXAk7wfe+996pM6VOTU045hVdffRWADRs2sG7dOgCOP/54PvvsM7Zv3w44s2ds3br1sPUITH155ZVX1rv+CQkJdOrUiS+//BKgStL2ji6n0IsnrJTT+70LQGbeIL7ZX9ndYK3fjscCcAh66aWX+POf/0xKSgoTJkzg3nvvZdCgQXUe8/vf/578/HyGDh3KPffcw9ixYwFITExk/vz5/OY3vyE5OZkTTjiBb775pl71aEjqy0DPP/8811xzDSkpKRQUFNClS5cGHd8e3Z3mTN10fO/l/ocu3su8gIrWb4wnzFq/HZClo2xj6ShbU2NTX+bn5xMfHw/A7Nmz2b17N3/7299aooohpa6fnYF3votP4b+P/08GJWwhp7gb//XxC5Sr07Xz2CUpFoDbsTaRjlJEzgL+BoQDf1fV2dX2PwpUPCoUC/RU1QR3Xzmw3t33vaqe3yqVbqeakvry3Xff5aGHHqKsrIz+/ftXmc2io/IpHBn/nX9qoRVZZ/qDr7V+O66QCcAiEg48BZwJ7AJWicgiVd1UUUZVbwko/wdgdMApilQ1pTnrtG3bH8nPz2jOUwIQH5/C4MGPNft5m1NTUl9ecsklNY6u6KjS1mYBcEqfD/zbVuw6w7/80IXJhxxjOoaQCcDAscB2Vd0J4M58PBnYVEv53+BM2tli8vMzyMv7uCUvYTqAmQvXEy5lnHikM23T5n0jyS7q7d9vrd+OK5QC8FHADwHru3Cmnj+EiPQHkoClAZujRSQdKANmq2paLcfOAGYA9OtX9xNH8fEp9at5A7XUeevjL3/5C3fddZd//cQTT+Tzzz8nMzOTzz//vF7jdms7R1PFx8f7n9JrTwpKyxnR42s6Rx4AYEVWZes3ISb0Jwo1LSeUAnBDTAUWqGpgAoP+qpolIgOBpSKyXlUPmYlSVecCc8G5CVfXRUK9m6AxqgfPisCZmZnJq6++2qgA3BzBt72q6H449ohPAfCWe1jzc2Weh1nnDw9KvUxoCKVhaFlA34D1Pu62mkwFqjxZoKpZ7utOYDlV+4fblJdeeonk5GRGjRrFb3/7W8AJkBMmTCA5OZnTTz+d77//HnAymN10002ceOKJDBw40J/NbPfu3ZxyyimkpKQwYsQIVqxYwR133EFRUREpKSn+GYIrRivccccdrFixgpSUFB599FHmz5/PjTfe6K/Tueeey/Lly+s8x9SpU3n33Xf9x1RkVysvL+e2225j3LhxJCcn8+yzz9b5/vPz8zn99NMZM2YMI0eO5K23nJwJDz/8MI8//jgAt9xyCxMmTACc3BWhOuOx0/3gZUzPlQCs3zuW4vJY/37rfujgVDUkvnBa4ztxuhYiga+B4TWUOwbIxB1C527rCkS5yz2AbcCww11z7NixWt2mTZsO2daaNmzYoIMHD9bs7GxVVd23b5+qqp577rk6f/58VVV9/vnndfLkyaqqOn36dL3ooou0vLxcN27cqIMGDVJV1UceeUQfeOABVVUtKyvTAwcOqKpqXFxcletVrC9btkzPOecc//Z58+bpDTfc4F8/55xzdNmyZXWe49///rdefvnlqqpaUlKiffr00cLCQn322Wf1z3/+s6qqFhcX69ixY3Xnzp2HvPeK83i9Xs3Ly1NV1ezsbB00aJD6fD5duXKlXnTRRaqq+stf/lLHjRunpaWlOmvWLJ0zZ87hPtoWV9PPTv/b39FzH56ly5ahy5ahlzz2X9r/9ne0/+3v6DF3Lw5CLU0wAOlaQwwKmS4IVS0TkRuB93GGob2gqhtF5H6cyi9yi04FXnPfVIWhwLMi4sNp1c/WgNETbcnSpUu5+OKL6dGjBwDdunUDYOXKlfz73/8G4Le//S1/+tOf/MdMmTKFsLAwhg0bxs8//wzAuHHjuOqqq/B6vUyZMsWfs6El/epXv+Lmm2+mpKSE9957j1NOOYWYmBg++OAD1q1b52+d5+XlsW3btiqPVwdSVe666y4++eQTwsLCyMrK4ueff2bs2LGsXr2aAwcOEBUVxZgxY0hPT2fFihX+lnEoqeh+SO3ldNF4yz1k7DnWv99GP5iQCcAAqroYWFxt2z3V1mfVcNznQIdNIRWYk6Hi79Ipp5zCJ598wrvvvssVV1zBrbfeyuWXX17vc0ZERODz+fzrxcXFhz0mOjqa8ePH8/777/P666/7M6ypKk888QSTJk2q17VfeeUVsrOzWb16NR6PhwEDBlBcXIzH4yEpKYn58+dz4oknkpyczLJly9i+fXtIPjwzc+F6QElOdB722bRvlHU/mCpCqQ/YABMmTOCNN95g3759gJMLApyRBhV5FV555RVOPvnkOs/z3Xff0atXL6655hquvvpq1qxZA4DH48Hr9R5SvlOnThw8eNC/PmDAADIyMvD5fPzwww989dVX/n21nQOcMcDz5s1jxYoVnHXWWQBMmjSJZ555xn/M1q1bKSgoqLXueXl59OzZE4/Hw7Jly6pkbzv55JN55JFHOOWUUzj55JOZM2cOo0ePrjWLXDAVlJbTr9O3/qTrX2eP8++L8divnrEAHHKGDx/OzJkzOfXUUxk1ahS33norAE888QTz5s0jOTmZf/zjH4d9tHf58uWMGjWK0aNH8/rrr3PzzTcDMGPGDJKTkw+5aZWcnEx4eDijRo3i0Ucf5aSTTiIpKYlhw4Zx0003MWbMGH/Z2s4BMHHiRD7++GPOOOMMIiMjAbj66qsZNmwYY8aMYcSIEVx77bV1ZnGbNm0a6enpjBw5kpdeeoljjjnGv+/kk09m9+7dnHDCCfTq1Yvo6OjD/jEKhoruh1GJq/zb1u2tfBLVuh8MWC4IywVhmk3gz87we96joLScmcfdxuCum8k62I+Znz3tL5s5+5xgVdMEQZvIBWFMe+EtLOb87z5hdN9v8JbAxgOVoyKt+8FUsABsTAtILMjh5INf0mOV8x/msKyDXBC1lIUjJlj3g/GzP8XGNLO709bTM38/iTHOkMAyXzj7ihIpiXD6xG30g6lgAdiYZvbql9+TWJBDDzcA7ytORAljT3zXINfMhBoLwMY0M5/CgJIfiI90EgvtLeoJQHZcV0u+Y6qwPmBjmlm4r5zBvu3+9b2FvQDYE9eNhyz5jglgLeAQVJHcJtCcOXN46aWXglCbQ1Uk2Wmo5cuXV8mc1pT3NGvWLB555JFGHVtfZ599Nrm5uQ065u609XQvyCUx+icAvL4Icku6kR8ZQ1FktPX/miqsBVybWbNC6hrXXXddy9WDyqRMYWEt9zd5+fLlxMfHc+KJJwIt/56aavHixYcvVM2rX37PsIIcEmOd/t/9RRX9v92au3qmHbAWcBsR2OIbP348t99+O8ceeyxHH300K1asAKg17WNt6R0zMzMZMmQIl19+OSNGjOCHH36ocs3Vq1dz6qmnMnbsWCZNmsTu3bsPqdf999/PuHHjGDFiBDNmzPDnonj88ccZNmwYycnJTJ06lczMTObMmcOjjz5KSkoKK1asqPKetm/fzhlnnMGoUaMYM2YMO3YcksqZBx98kKOPPppf/vKXbNmyxb89IyOD448/nuTkZC644AJycnL8n9Mtt9xCamoqQ4cOZdWqVVx44YUMHjyYu+++23/8lClTGDt2LMOHD2fu3Ln+7QMGDGDv3r1kZmYydOhQrrnmGoYPH87EiRMpKiqq8fvkUxhYmkmcx3nUOtvf/9vN+n/NISwAt1FlZWV89dVXPPbYY9x3332AMx18ly5dWLVqFatWreK5557j22+/JTo6moULF7JmzRqWLVvGf/7nf/oD5bZt27j++uvZuHEj/fv395/f6/Xyhz/8gQULFrB69WquuuoqZs6ceUg9brzxRlatWsWGDRsoKirinXfeAZzZkNeuXcu6deuYM2cOAwYM4LrrruOWW24hIyPjkMeHp02bxg033MDXX3/N559/Tu/evavsX716Na+99hoZGRksXryYVasqH/G9/PLL+etf/8q6desYOXKk//MAiIyMJD09neuuu47Jkyfz1FNPsWHDBubPn+/Pt/HCCy+wevVq0tPTefzxx/3bA23bto0bbriBjRs3kpCQwJtvvlnr92a4b7N/eZ8bgPfEdbXk6+YQ1gXRRl144YWAM3txZmYmQK1pH/v06VNjekeA/v37c/zxxx9y/i1btrBhwwbOPPNMwGldVw+KAMuWLeN//ud/KCwsZP/+/QwfPpzzzjvPnytiypQpTJkypc73cvDgQbKysrjgggsAJ6tadStWrOCCCy4gNtbJJnb++ef732Nubi6nnnoqANOnT+fiiy/2H1dRbuTIkQwfPtz/HgYOHMgPP/xA9+7defzxx1m4cCEAP/zwA9u2baN79+5Vrp+UlORP6Rn4mQcqLC1D1EeSNxOioVyFvBKn6yE7vqv1/5pDWABuoypSUIaHh/sT29SW9nH+/Pk1pncEiIuLq/H8qsrw4cNZuXJlrXUoLi7m+uuvJz09nb59+zJr1iz/ed99910++eQT3n77bR588EHWr1/f5PfcGBWfU1hYWJW0nWFhYZSVlbF8+XKWLFnCypUriY2NZfz48TWm3gw8Njw8vMYuiLxCL12LDpLoyQYgt7gbPsIojojiQFTNn7Pp2CwA16Y1bsI1s4q0jxMmTMDj8bB161aOOuqoOtM71mbIkCFkZ2ezcuVKTjjhBLxeL1u3bmX48Mp/oysCVY8ePcjPz2fBggVcdNFF/hSWp512Gr/85S957bXXyM/Pp1OnThw4cOCQa3Xq1Ik+ffqQlpbGlClTKCkpoby83N/aBSe/8RVXXMGdd95JWVkZb7/9Ntdeey1dunSha9eurFixgpNPPpl//OMf/tZwfeTl5dG1a1diY2P55ptv+OKLL+p9bHXlCkcW/kSXKKcPOqfYSaqfHdc1JNNlmuCzAByCCgsL6dOnj3+9IiXl4Vx99dVkZmYyZswYVJXExETS0tKYNm0a5513HiNHjiQ1NbVKesfaREZGsmDBAm666Sby8vIoKyvjj3/8Y5UAnJCQwDXXXMOIESM44ogjGDfOyXdbXl7OZZddRl5eHqrKTTfdREJCAueddx4XXXQRb731Fk888USV6/3jH//g2muv5Z577sHj8fDGG28wcOBA//4xY8ZwySWXMGrUKHr27Om/FsCLL77IddddR2FhIQMHDmTevHn1+rwAzjrrLObMmcPQoUMZMmRIjd0xDTHCt4kwcfrX9/sDcALTjq97Bm7TMYVUOkoROQv4G86URH9X1dnV9l8BPEzlZJ1Pqurf3X3TgYpb2w+o6ouHu56lozTNJaewlPSMDfz47M2cKs4MyO99O5ni8ljeO/pE3nvhxsOcwbRnIZ+OUkTCgaeAM4FdwCoRWVTD3G6vq+qN1Y7tBtwLpAIKrHaPzWmFqhtDVo7TJ5zk/R4iodAb459+yMYAm9qE0jC0Y4HtqrpTVUuB14DJ9Tx2EvChqu53g+6HwFktVE9jDuFTJUx9JIbtASr7f71hERR37hLMqpkQFkoB+Cgg8EmAXe626n4tIutEZIGI9G3gsfUSSt0ypm1QVcLVS0yEc2Myp8QZxrY3LoG//DoliDUzoSyUAnB9vA0MUNVknFbuYft5qxORGSKSLiLp2dnZh+yPjo5m3759FoRNvakqZYUHKNpX+aRgbsX43zgb/2tqFzJ9wDg31voGrPeh8mYbAKoa+IjS34H/CTh2fLVjl9d0EVWdC8wF5yZc9f19+vRh165d1BScjalJYWk5a7LyiV0yx7+tIgBb/6+pSygF4FXAYBFJwgmoU4FLAwuISG9VrWhmnA9UPPP5PvAXEanIeD0RuLMxlfB4PCQlJTXmUNNBjb7/A3IKvbyY9w2EQX5pPGU+J+/DnjhLwm5qFzIBWFXLRORGnGAaDrygqhtF5H4gXVUXATeJyPlAGbAfuMI9dr+I/BkniAPcr6r7W/1NmA4pp9BLTGkxPX3ZEFbZ+vVJGPviEoJbORPSQiYAA6jqYmBxtW33BCzfSS0tW1V9AXihRStoTC0Glmb6b8Dlljit3v2xXegUd2heC2MqtLWbcMaEpBG60b9ceQMuwTKgmTpZADamGRxdVjkFUUUGtD1x3WwEhKmTBWBjmuDuNCfLW1KpMwy9wBuH1+dMP59tsyCbw7AAbEwTvPrl90SWeTmi1HkCrqL7AZwxwMbUxQKwMU3gU+hX+gOxnkIA8twbcLnRnYjpZDmATd0sABvTRIFTEFUE4GybgsjUgwVgY5pocFnlBKIHShMA2GNTEJl6sABsTCOlrXWelB9Q4tyAKy33UFTmpKC0/l9THxaAjWmk+97eSLivnN4lzg24itYvWA4IUz8WgI1ppJxCL90Lc+gSkQvAgZIEAAo8MWgtk50aE8gCsDFNMKRsGxFh5UDV/t+HLkwOYq1MW2EB2JgmGFK+zb+c5w/A9gScqR8LwMY0QsUNuEGl3/m3HSxxph6yG3CmviwAG9MI9729EVEfR5U46akLvHGUqZsD2G7AmXqyAGxMI+QUekkoOki3MCftdMUNuJKISA5E2Q04Uz8WgI1ppCOLfibOkw9U3oDLjutKQmxkEGtl2hILwMY00tDyLYg4y3luC9geQTYNYQHYmEb6hXenf9keQTaNEVIBWETOEpEtIrJdRO6oYf+tIrJJRNaJyEci0j9gX7mIZLhfi1q35qYjSVubBar0c2/A+VQo8HYCnCTsxtRXyMwJJyLhwFPAmcAuYJWILFLVTQHF1gKpqlooIr/HmZb+EndfkaqmtGadTcd039sb6VRaSDd33tf80k4oQllYOPtjOwe5dqYtCaUW8LHAdlXdqaqlwGvA5MACqrpMVQvd1S+APq1cR2PIKfSSmJ9Dp8g8AA56naC7NzYBlVD6lTKhLpR+Wo4CfghY3+Vuq83vgP8LWI8WkXQR+UJEptR2kIjMcMulZ2dnN6nCpuPqXbiH2IgCAPJL3Qcw4ruSEOMJZrVMGxMyXRANISKXAanAqQGb+6tqlogMBJaKyHpV3VH9WFWdC8wFSE1N1VapsGl3Bnt3IG6sPVjqtID3xHWzERCmQUKpBZwF9A1Y7+Nuq0JEzgBmAueraknFdlXNcl93AsuB0S1ZWdOxJZV+71+u6ILIjrMREKZhQikArwIGi0iSiEQCU4EqoxlEZDTwLE7w3ROwvauIRLnLPYCTgMCbd8Y0m2hvMb18ld1X+aWd8UkYe+MSglcp0yaFTBeEqpaJyI3A+0A48IKqbhSR+4F0VV0EPAzEA2+IMwL+e1U9HxgKPCsiPpw/KrOrjZ4wplncnbaexIJc4j0HACj0xlKuEeyP7UxZeMj8Opk2IqR+YlR1MbC42rZ7ApbPqOW4z4GRLVs7Y5xp6Efn768cAVFqGdBM44VSF4QxIc+n0LNgH/Geg0BA/6+NgDCNYAHYmAYaWPod4WE+IHAEhOWAMA1nAdiYBvCUezmqbLd/Pb/URkCYxrMAbEwD9CjIpbMnz79+sLQLB6LiKfFEBbFWpq2yAGxMPd2dtp6eATfgSsojKfVFsSfebsCZxrEAbEw9vfrl9yQW5NIp0hmCVjECwqYgMo112GFoIlKfny6fquY2vTrGhK6KERCdEisCcGX/r42AMI1Rn3HAP7pfUkeZcKBfs9TImBAV5ivnqJKf8IR7gcokPHviuvKgjYAwjVCfALxZVevMqyAia5upPsaErO6FB+gSketfP+jtTKEnmoLIGBsBYRqlPn3AJ1TfICJHHK6MMe1Nz4LKG3DgdEHsie+Gf2I4YxrosAFYVYtr2Fz9ceGayhjTbqStzXKSsLs5IMp84RSVxdojyKZJGjsKwv7kmw5l5sL1JBbsJ94dAeE8gCHssQBsmqCxAfi5Zq2FMSGuoKTMHYJWdRqiPfHdbASEabRGZUNT1aebuyLGhLKE4oPEaiExEU5v28HSLpSGe8iLjucxGwFhGumwLWARWdMcZYxpywL7f8G5AZcd1xVEbASEabT6tICHisi6OvYL0KWZ6mNMSOpZkFNtBEQXsntY/69pmvoE4GPqUaa8qRUxJlSlrc2iZ37lDTifCgXeeHsE2TRZfYahfVePr13NURkROUtEtojIdhG5o4b9USLyurv/SxEZELDvTnf7FhGZ1Bz1MQZg5r/XkVhQ2QVR4I1HCbMhaKbJQiYZj4iEA08BvwKGAb8RkWHViv0OyFHVXwCPAn91jx2GM4nncOAs4Gn3fMY0meTnE+stDpiGqDPlEsa+2M7EeELmV8i0QaH003MssF1Vd6pqKfAaMLlamcnAi+7yAuB0cWbnnAy8pqolqvotsN09nzFNlliQQxg+4jz5gNP/uzeuK76wcB66MDnItTNtWYOHoYnIPCAfWIMzlfxGVdVmqMtRwA8B67uA42or486inAd0d7d/Ue3YGm9Ni8gMYAZAv36WP8gcXs/8/cRFHvA/cZzv7ezvfrAREKYpGtwCVtUrgT8BW4EzgGebu1ItSVXnqmqqqqYmJiYGuzqmDQjs/wWnBWxJ2E1zqHcLWERmqeosAFUtAj5zv5pLFtA3YL2Pu62mMrtEJAJn+Nu+eh5rTKP0zM+hU2wNY4CNaaKGtIDvEZG/ishzIvJ7EWnun8BVwGARSRKRSJybaouqlVkETHeXLwKWut0fi4Cp7iiJJGAw8FUz1890QItWbqdzSb7/BlyhN5Yy9bA3LiG4FTPtQkMCsALFwPs4rc3PRWRUc1VEVcuAG93zbwb+paobReR+ETnfLfY80F1EtgO3Ane4x24E/gVsAt4DblBVG5tsmuzJVz8F8E9DlO/tzP7YznjDLf+DabqG3IT7RlXvdZcXiMh8YA4wobkqo6qLOTTV5T0By8XAxbUc+yDwYHPVxRiA+Jy9gBLvqZyGqKL7wZLwmKZqSAt4r4iMrVhR1a2A3cUy7VpiQQ6xEQWEh/kANwl7nPME3CxLwmOaqCEt4JuA10RkNbAeSAa+bZFaGRMinFkwqo6AyI63IWimedQnG9oJIiKq+jWQAvzT3bUM+E0L1s2Y4PJ66VZ4oGoSHm9nS8Jumk19WsCXA0+JyFacG1zvqeq7LVstY4LvvY8ykID+39LySPZFdKPEExXkmpn24rABWFV/DyAix+DkaZgvIl1wWsDvAZ/ZiAPTHs1b8DknUDkCIrD/15jm0JCbcFNV9VFVPQtn5MOnOCMSvmyRmhkTZPG5+wACkvB08aegtCQ8pjk05CbcPSISA3TDyQPxmjtszJh2qWd+DlHhxUSGewF3CJqbhN2S8JjmEDIPYhgTUsrL6V6YW+0GXGUL2EZAmOYQUg9iGBMy9u4lwldeJQBnayL5kTFBrJRpb+xBDGNqsHS5Mw1iRRY0ry+CzKg++HNSGtMM7EEMY2rw5jtfMZjKG3D5pZ3JthEQppnVuwVsD2KYjiR2XzZAlWmIKnIA2wgI01waNCOGqpYA77pfxrRPqiQW5OAJKyU6ogSoOgTNRkCY5mJ/yo2pLieHyHJvlRwQOb5u5EZ3AmwEhGk+FoCNqe6nnwCqjIDIjOxrN+BMs7MAbEw1n36yHoBOHicAl/vC2BnZP5hVMu2UBWBjqlm8ZC0QOAtGJ36O6xHMKpl2KiQCsIh0E5EPRWSb+3pIvj8RSRGRlSKyUUTWicglAfvmi8i3IpLhfqW06hsw7UrcISMguvhTUFonhGlOIRGAceZ2+0hVBwMfuevVFQKXq+pw4CzgMRFJCNh/m6qmuF8ZLV1h004dPEict4hwKSPWUwhAXlkX9sV2AWDa8f2CWTvTzoRKAJ4MvOguvwhMqV5AVbeq6jZ3+UdgD/Yknmlu7g24+IARELuijsQXFg7AA1NGBqVapn0KlQDcS1V3u8s/Ab3qKiwixwKRwI6AzQ+6XROPiohlzDaNs9v5MewcMAJip8duwJmW0aAHMZpCRJYAR9Swa2bgiqqqiGgd5+kN/AOYrqo+d/OdOIE7EpgL3A7cX8vxM4AZAP362b+TpqqvVm4C8M+CoQrbIgYFs0qmHWu1AKyqZ9S2T0R+FpHeqrrbDbB7ainXGecpvJmq+kXAuStazyUiMg/4rzrqMRcnSJOamlproDcd0/LlXxNJZQu4wBvPTwnW02VaRqh0QSwCprvL04G3qhcQkUhgIfCSqi6otq+3+yo4/ccbWrKypp0qLibyoBN4O0flApBX2pVsGwFhWkioBODZwJkisg04w11HRFJF5O9umf8ATgGuqGG42Ssish4nS1sP4IFWrb1pH9wbcBHiJc5T4Gzy9MQb7gFsBIRpfq3WBVEXVd0HnF7D9nTganf5ZeDlWo63pPCm6dwbcIGPIH8bVRl0bQSEaW6h0gI2JvjcFnBF9wPAlohfBKkypiOwAGyM6+uvNgOVN+DKfOFsDbcREKblWAA2BsDr5fMvvwGgc2Qu4CRh/zneckCYlmMB2BiAPXsoKS0DKrsgssN7UOyJDmKlTHtnAdgY8N+AiwovIiq8FIDvoysTryfEeIJSLdO+WQA2BipvwLndDwA7IpL8y7POH97aNTIdgAVgY8DfAu4SMAJiU/gx/mWbhsi0BAvAxvh8LFm+DqgcAVFSHsnOKEvCY1qWBWBj9u5l43f7gMouiP3ajYORcUGslOkILAAb89NPKCCo/ym4XTFH+CfhtBtwpqVYADbG7f+Nj8wjPMzJcLrDYzfgTMuzAGyMG4ATonL8mzaF2Q040/IsAJuOTZWNa7YAkBC1H3Cmod8cMALCmJZiAdh0bLm5rFi/C4Aubgs4t7wre6MPmZjbmGZnAdh0bD/9RLG3HFB/AN4V0xsV51fDkrCblmQB2HRsbv9vnCcfT5iTCyJwEk5Lwm5akgVg07G5jyBX9P8CbA4b4l+2JOymJVkANh3ahnQnBWVF94NPYWPYsGBWyXQgIRGARaSbiHwoItvc1xrvgIhIecB8cIsCtieJyJcisl1EXncn8DSmbvn5fLr2W6CyBXzAm8BPMTYLsmkdIRGAgTuAj1R1MPCRu16TIlVNcb/OD9j+V+BRVf0FkAP8rmWra9oF/w24yjHAP0YeQXlYeDBrZTqQUAnAk4EX3eUXcaaWrxd3KvoJQMVU9Q063nRg7g242Ih8It0cwDsDJuG0R5BNSwuVANxLVXe7yz8BvWopFy0i6SLyhYhMcbd1B3JVtcxd3wXU+uiSiMxwz5GenZ3dHHU3bZV7A65b9F7/pk1hQ/3L9giyaWmtNi29iCwBjqhh18zAFVVVEdFaTtNfVbNEZCCwVETWA3m1lK2Rqs4F5gKkpqbWdh3TAaxb5UzCWRGAy31hrJfKG3D2CLJpaa0WgFX1jNr2icjPItJbVXeLSG9gTy3nyHJfd4rIcmA08CaQICIRbiu4D5DV7G/AtC8lJaz4cisAXaOdVJS5Jd34uWfPYNbKdDCh0gWxCJjuLk8H3qpeQES6ikiUu9wDOAnYpKoKLAMuqut4Y6r46Se85T7CpNw/BC0rvDelEU6/b4wnVH41THsWKj9ls4EzRWQbcIa7joikisjf3TJDgXQR+Ron4M5W1U3uvtuBW0VkO06f8POtWnvT9gRkQAtze7y2eQb5dz90YXJQqmU6llbrgqiLqu4DTq9hezpwtbv8OVDjY0mquhM4tiXraNoZ9wZc11puwFn/r2kNodICNqZVLXovHYBuUU4ALiqLZnvkgCDWyHREFoBNx1NWxo6NmQB0i3GGIuYU92BPXPcgVsp0RBaATcezZw+iPuI8B4mJKAZgl/ahKDIasAcwTOuxAGw6nGXuFPQ9YipHO24OP9q/bA9gmNZiAdh0OP9evAqAHjE/A1Ba7mFL+GD/frsBZ1qLBWDT4cTuc/p9u0c7LeB9RT35Oa5HMKtkOigLwKZj8fnoUZBLbEQ+sZ4iAPYW9SQ73smAav2/pjVZADYdyuLlG/D4yvzdDwBZ5UdxICoOsP5f07osAJsOZd6bKwFIdG/Aecs9bAsfBOJMv2n9v6Y1WQA2HUr03j2A0jPWeRQ5u6gX2XHdAJsB2bS+kHgU2ZjWsqHXIKJ65DGhTwm6H37c14c9iU4AthmQTWuzAGw6jLS1WeTEdiFm4B72u8N+Z8dezf4iZw44mwHZtDYLwKbDuO/tjQCMTFwNQFZ+X/aWHGEdcSZo7EfPdBg5hV5iI/IZ1MWZin793jH+fZb/1wSD/dSZDiFtrTNJyqjEVYSH+QBYn53q32/5f00wWAA2HUJF98PYXs4wtAJvHN/sr+zzteFnJhgsAJsOIafQS2RYsb//d+2e4yhX5xaIDT8zwRISAVhEuonIhyKyzX3tWkOZ00QkI+CruGJqehGZLyLfBuxLae33YEJXRffDiB5riAovAWD1zyf699vwMxMsIRGAgTuAj1R1MPCRu16Fqi5T1RRVTQEmAIXABwFFbqvYr6oZrVBn00ZUdD+MO+IzAIrLotmwd7R/vw0/M8ESKgF4MvCiu/wiMOUw5S8C/k9VC1uyUqZ9yCn0Eh1eyJieXwDwdfY4vL4owLofTHCFSgDupaq73eWfgF6HKT8V+Ge1bQ+KyDoRebRi+vqaiMgMEUkXkfTs7OwmVNm0BRXdD6lHfE5UhNP98FnWBP9+634wwdRqAVhElojIhhq+JgeWU1UFtI7z9MaZHfn9gM13AscA44BuONPU10hV56pqqqqmJiYmNuUtmTZg5sL1AJx05EcA5JUksGFf5fhf634wwdRqT8Kp6hm17RORn0Wkt6rudgPsntrKAv8BLFRVb8C5K1rPJSIyD/ivZqm0adPS1mZRUFpOj5ifGdrdCcQrfxyPT8MB634wwRcqXRCLgOnu8nTgrTrK/oZq3Q9u0EZEBKf/eEPzV9G0NRU3307r+3/+bZ9mne5ftu4HE2yhEoBnA2eKyDbgDHcdEUkVkb9XFBKRAUBf4ONqx78iIuuB9UAP4IHWqLQJbTmFXjxhJZzax+mt2rJ/GLvyk/z7rfvBBFtIJONR1X3A6TVsTweuDljPBA55ZElVJ1TfZjq2iptvx/f+mPjIgwAs+f48/36besiEglBpARvTrG5/cx2Cj4kDnN6s/cXdWfPzCf79NvWQCQUWgE27k7Y2i5IyH2N7raRvp+8AWPLdef5Hj2M8YZb7wYQEC8Cm3Zm5cD2Cj8m/cO7V5pd2Yun3Z/v3W+YzEyosAJt2pWLo2bFHrKBvp0wA3su8gOLyWH8Za/2aUGEB2LQrMxeuJzKsmP8YMh+AAyVdWPLduf79l9nQMxNCLACbduPutPUUlJZz9sA36R7jPGa+YNvlVVq/NvTMhBILwKZdSFubxctffE+f+G85d+AbAGTmDWLFrsoHMG3omQk1FoBNuzBz4XoixMuM5P8lIqyMcl8YL266HiXcX8aGnplQYwHYtHnTnltJQWk5vznm7/TrnAnAOzv/g2/zhvjLXHZ8P7v5ZkKOBWDTpk17biWf7djPqX3e4/T+7wKwM28wi3Zc4i9z2fH9rO/XhKSQeBTZmIZKW5vFnf9eR5HXx5ien3P5sKcBJ93kk2vvolyd/t4YT5gFXxOyLACbNidtbRa3/isDn0Jqr8+4btTDhIf5KC2P5Im1d7G/uDLPsz10YUKZBWDTptydtp6Xv/geUM4asJD/GDKPMFG8vggeXzuT7bnD/GWt39eEOgvApk1IW5vFbW9k4PVBJ08eV454gjG9nDneispieDrjDjbsHesvf9Kgbtb1YEKeBWATstLWZjFr0UZyi5zJT8KknNP6vs8Fg1+mc+QBAPYV9eCxNffww8GB/uNOGtSNV645ocZzGhNKLACbkFI96AJEhhVz0lFLmTjgLXrHZfm3r/rpJOZvvJECbyf/NhvxYNoSC8AmKAJHMdQkMqyYId02cFzvFYzpuZJYT6F/X3ZhL17fciXpP59E4MxuFnxNWxMSAVhELgZmAUOBY92ZMGoqdxbwNyAc+LuqVkxdlAS8BnQHVgO/VdXS5qpfTa0y03zCpJwjYrPo0ymTvp0yObrrBgYlbCUirKxKub1FPfkgczLLfvgVXl9klX0WfE1bFBIBGGcSzQuBZ2srICLhwFPAmcAuYJWILFLVTcBfgUdV9TURmQP8DnimOSrm3Pz5Gq9Pm+N07ZQSJj4iwrxESJnzGubFE+YlNqKAGE8hsRH5xEYUEuvJp1PkAbpFZ9M1eh/dovfSNXovnmrBtoK33MPX2al8sXs8a/Yc75/RuEJURBh//XWyjXYwbVJIBGBV3QzgTGpcq2OB7aq60y37GjBZRDYDE4BL3XIv4rSmmyUAP/z+Frw+ZfrwJ+nfeQdCZSAOXHbqVNO+gG3+t6eHHO/fVcM5qnwqUv3YQ88RWA9qOEfl/hrOX7GtxvdSue4PuGFOwA2T5vkD5VMhK78f3+xPZvO+kWzal1Ilm1kFC7ymPQiJAFxPRwE/BKzvAo7D6XbIVdWygO21/laKyAxgBkC/fofPDftjbhEAveN2MbDLtsbU21RT5osgp7g7+4u7k1PSg5ziHmTl92XXwQH8mN+XUl90rccKznTy1t1g2oNWC8AisgQ4ooZdM1X1rdaqh6rOBeYCpKamHrbZdmRCDFm5RezIHUJJmRMYlENb6hXbVKu0Nd19gdeXKvuq7j/0HPW/VrXyeuj5q56r6jmqt3EPd/5yDafcF4HX5/G/lmkEZT6P++UsF5bFUVQWS6E3nkL3taQ8Gm1gGpKusR7uPW+4tXhNu9JqAVhVzzh8qTplAX0D1vu42/YBCSIS4baCK7Y3i9smDeG2N77mja1XNtcpTT1Z0DXtXVvqglgFDHZHPGQBU4FLVVVFZBlwEc5IiOlAs7WoK375bRREywgTuPQ461IwHZOoBv/uvohcADwBJAK5QIaqThKRI3GGm53tljsbeAxnGNoLqvqgu30gTvDtBqwFLlPVksNdNzU1VdPTaxzxZowxzUZEVqtq6iHbQyEAB4sFYGNMa6gtAFtCdmOMCRILwMYYEyQWgI0xJkgsABtjTJBYADbGmCDp0KMgRCQb+K4Bh/QA9rZQddpKHez6dn37HWj49furamL1jR06ADeUiKTXNJSkI9XBrm/Xt9+B5ru+dUEYY0yQWAA2xpggsQDcMHODXQGCXwe7vl0/2IJdh2a7vvUBG2NMkFgL2BhjgsQCsDHGBIkF4GpEpJuIfCgi29zXrjWUSRGRlSKyUUTWicglAfuSRORLEdkuIq+LSGT145t6fbfceyKSKyLvVNs+X0S+FZEM9yulIddvpjq01mcw3S2zTUSmB2xfLiJbAj6DnvW87lnucdtF5I4a9ke572e7+/4GBOy7092+RUQmNeT9NvX6IjJARIoC3u+cFrr+KSKyRkTKROSiavtq/F604vXLA97/oha6/q0issn9nf9IRPoH7Gvc+1dV+wr4Av4HuMNdvgP4aw1ljgYGu8tHAruBBHf9X8BUd3kO8Pvmvr6773TgPOCdatvnAxe19GdwmDq0+GeAk/t5p/va1V3u6u5bDqQ28JrhwA5gIBAJfA0Mq1bmemCOuzwVeN1dHuaWjwKS3POEt+L1BwAbmvg9r8/1BwDJwEuBP2N1fS9a4/ruvvxWeP+nAbHu8u8DPv9Gv39rAR9qMs7MyrivU6oXUNWtqrrNXf4R2AMkiojgzNC8oK7jm3p997ofAQcbeO4Wr0MrfgaTgA9Vdb+q5gAfAmc18DqB/LNuq2opToL/yXXUawFwuvt+JwOvqWqJqn4LbHfP11rXbw6Hvb6qZqrqOsBX7djm+F405frNoT7XX6aqhe7qFzjTn0ET3r8F4EP1UtXd7vJPQK+6CovIsTh/MXfQwBmam+P6tXjQ/TfpURGJasTxTalDa30GNc2SHXidee6/o/9dzyB1uPNVKeO+vzyc91ufY1vy+gBJIrJWRD4WkZMbeO36Xr8ljm2uc0SLSLqIfCEiUxp47cZc/3fA/zXyWL+2NCdcs5E6ZmgOXFFVFZFax+mJSG/gH8B0VfXVtzHSXNevxZ04QSsSZ7zi7cD9rVyHw2rh609T1SwR6QS8CfwW59/W9mo30E9V94nIWCBNRIar6oFgV6wV9Xe/5wOBpSKyXlV3tMSFROQyIBU4tann6pABWOuYoVlEfhaR3qq62w2we2op1xl4F5ipql+4m+s1Q3NzXL82AS3HEhGZB/xXLeVaqg6t9RlkAeMD1vvg9P2iqlnu60EReRXn38vDBeDaZt2uqcwuEYkAuuC83/oceziNvr46HZElAKq6WkR24NynaMh8W015D7V+L1rp+oHf850ishwYjfNfabNeX0TOwGkknKqV8042+v1bF8ShFuHMrAy1zLAszl39hcBLqlrR14n7i1AxQ3Otxzf1+nVxA1ZFX+wUYEMDr9+kOrTiZ/A+MFFEuoozSmIi8L6IRIhIDwAR8QDnUr/PwD/rtvv9nerWo7Z6XQQsdd/vImCqO0ohCRgMfFXP99rk64tIooiEg3+C2sE4N4Ka+/q1qfF70VrXd68b5S73AE4CNjX39UVkNPAscL6qBjYKGv/+m3LnsD1+4fSpfQRsA5YA3dztqTgzNANcBniBjICvFHffQJxfvu3AG0BUc1/fXV8BZANFOH1Ok9ztS4H1OEHnZSC+JT6Dw9ShtT6Dq9xrbAeudLfFAauBdcBG4G/Uc0QCcDawFaflNNPddj/OLxxAtPt+trvvb2DAsTPd47YAv2rkz16jrg/82n2vGcAa4LwWuv449/tcgNPy31jX96K1rg+c6P7Mf+2+/q6Frr8E+JnK3/lFTX3/9iiyMcYEiXVBGGNMkFgANsaYILEAbIwxQWIB2BhjgsQCsDHGBIkFYGOMCRILwMYYEyQWgI2pJwnIu1vL/hg3AVBpxdN4xtTFArAxDbNDVVNq2qGqRe6+H1u1RqbNsgBsTAB3VoSKmRW+FBH7HTEtpkNmQzOmDk8Ap2hlVjljWoz9dTemqsXAOhF5LNgVMe2ftYCNcYnIiYAAvbVyRo+6yt8AXOOunq3O9FTG1JsFYGMqXQxsVdUyN59yJ61jVglVfQp4qtVqZ9od64IwptI/gWtFZB3OpIuDg1wf085ZC9gYl6p+BYwMdj1Mx2EtYGPqrxzocrgHMQAPLTN1umlnbEYMY4wJEmsBG2NMkFgANsaYILEAbIwxQWIB2BhjgsQCsDHGBIkFYGOMCRILwMYYEyT/H7nZhmNZq25/AAAAAElFTkSuQmCC\n",
"text/plain": [
"<Figure size 360x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# The goal here is to have approximately equidistant datapoints. \n",
"# Thus the sampling is first done regularly along sigma in the \"stiff zone\"\n",
"# and then along epsilon for the \"soft zone\"\n",
"\n",
"multi = 10\n",
"Ndatax = 15*multi\n",
"Ndatay= 12*multi\n",
"Ndata = Ndatax+Ndatay\n",
"print(Ndata)\n",
"max_epsi = 0.2\n",
"noise_s = 0\n",
"noise_e = 0\n",
"\n",
"transition = 9.5e6\n",
"\n",
"DBsigmas1 = np.linspace(0,transition,Ndatay)\n",
"DBepsis1 = epsi_law(DBsigmas1)\n",
"\n",
"DBepsis2 = np.linspace(np.max(DBepsis1)+max_epsi/(Ndata),max_epsi,Ndatax)\n",
"DBsigmas2 = sigma_law(DBepsis2)\n",
"\n",
"DBsigmas = np.hstack([DBsigmas1,DBsigmas2])\n",
"DBepsis = np.hstack([DBepsis1,DBepsis2])\n",
"\n",
"DBsigmas = np.hstack([-DBsigmas[::-1],DBsigmas[1:]])\n",
"DBepsis = np.hstack([-DBepsis[::-1],DBepsis[1:]])\n",
"\n",
"dataset = np.array([[e+random.gauss(0,noise_e),s+random.gauss(0,noise_s)] for e,s in zip(DBepsis,DBsigmas)])\n",
"\n",
"\n",
"sigma_l = 0.7e6\n",
"x = np.linspace(-max_epsi,max_epsi,1000)\n",
"\n",
"\n",
"\n",
"\n",
"plt.figure(figsize=(5,4))\n",
"plt.plot(dataset[:,0], dataset[:,1]/max_sigma, '.', color='tab:blue', label=\"Synthetic dataset\", markersize=12)\n",
"plt.plot(x, sigma_law(x)/max_sigma, 'y', lw=2.5, label=\"Underlying \\nconstitutive law\")\n",
"plt.plot([-0.02,0.02],[-0.7e7/max_sigma,0.7e7/max_sigma],'r-', lw=5, alpha=0.5, label=\"Linear elastic domain\")\n",
"plt.xlabel('$\\epsilon$ [-]')\n",
"plt.ylabel('$\\sigma/\\sigma_l$ [-]')\n",
"plt.tight_layout()\n",
"plt.legend()\n",
"#plt.savefig('snthetic.png',bbox_inches=\"tight\", dpi=1000)\n",
"plt.show()\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "adolescent-chance",
"metadata": {},
"outputs": [],
"source": [
"# Return the BC functor for a given displacement d\n",
"# Apply a displacement on the nodes at the center top of the beam\n",
"\n",
"def applyBC_planestrain(coords, conn, epsi, l, size):\n",
" \n",
" def applyBC(coords,conn):\n",
" blocked_DOF = np.zeros_like(coords)\n",
" u = np.zeros_like(coords).astype('float')\n",
"\n",
" tol = 0.01*l\n",
" \n",
" exx,eyy,exy = epsi\n",
" \n",
" for i, p in enumerate(coords):\n",
" # Plain strain\n",
" if p[2]<tol or p[2]>np.sqrt(2)*size*l-tol:\n",
" blocked_DOF[i,2] = True\n",
" \n",
" if (p[0]<tol \n",
" or p[1]<tol \n",
" or p[0]>size*l*np.sqrt(2)-tol\n",
" or p[1]>size*l*np.sqrt(2)-tol):\n",
" \n",
" blocked_DOF[i,:] = True\n",
" u[i] = [p[0]*exx + p[1]*exy, p[1]*eyy, 0]\n",
" \n",
"\n",
" blocked_DOF = blocked_DOF.ravel().astype('bool')\n",
" u = u.ravel()\n",
"\n",
" free_DOF = get_free(blocked_DOF)\n",
"\n",
" F = np.zeros_like(coords).astype('float')\n",
" F = F.ravel()\n",
"\n",
" return blocked_DOF, free_DOF, u, F \n",
" return applyBC\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "round-period",
"metadata": {},
"outputs": [],
"source": [
"# Return the BC functor for a given displacement d\n",
"# Apply a displacement on the nodes at the center top of the beam\n",
"\n",
"def applyBC_3d(coords, conn, epsi, l, size):\n",
" \n",
" def applyBC(coords,conn):\n",
" blocked_DOF = np.zeros_like(coords)\n",
" u = np.zeros_like(coords).astype('float')\n",
"\n",
" tol = 0.01*l\n",
" \n",
" exx,eyy,ezz,exy,eyz,exz = epsi\n",
" \n",
" for i, p in enumerate(coords):\n",
" # Plain strain\n",
" #if p[2]<tol or p[2]>np.sqrt(2)*l-tol:\n",
" # blocked_DOF[i,2] = True\n",
" \n",
" if (p[0]<tol \n",
" or p[1]<tol \n",
" or p[2]<tol\n",
" or p[0]>size*l*np.sqrt(2)-tol\n",
" or p[1]>size*l*np.sqrt(2)-tol\n",
" or p[2]>size*l*np.sqrt(2)-tol):\n",
" \n",
" blocked_DOF[i,:] = True\n",
" u[i] = [p[0]*exx + p[1]*exy + p[2]*exz,\n",
" p[1]*eyy + p[2]*eyz,\n",
" p[2]*ezz]\n",
" \n",
" blocked_DOF = blocked_DOF.ravel().astype('bool')\n",
" u = u.ravel()\n",
"\n",
" free_DOF = get_free(blocked_DOF)\n",
"\n",
" F = np.zeros_like(coords).astype('float')\n",
" F = F.ravel()\n",
"\n",
" return blocked_DOF, free_DOF, u, F \n",
" return applyBC"
]
},
{
"cell_type": "markdown",
"id": "civic-process",
"metadata": {},
"source": [
"# Stiffness tensor with FEM"
]
},
{
"cell_type": "markdown",
"id": "black-stretch",
"metadata": {},
"source": [
"Test the plain strain BCs"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "silver-lodging",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"epsi = [0.1,0.2,0.5]\n",
"applyBC=applyBC_planestrain(coords, conn, epsi, l, size)\n",
"blocked_DOF, free_DOF, u, F = applyBC(coords, conn)\n",
"K = compute_K(coords, conn, areas, E)\n",
"\n",
"u=solve_static(K,u,F,blocked_DOF)\n",
"F=K.dot(u)\n",
"\n",
"plot_truss(coords[:,0:2],conn, u.reshape((-1,3))[:,0:2], duplicate=True, aspect=aspect)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "narrative-testament",
"metadata": {},
"outputs": [],
"source": [
"# Compute stress out given a BC function\n",
"\n",
"def get_stress_tensor_FEM(coords, conn, areas, E, applyBC, l):\n",
" \n",
" maskx= np.isclose(coords[:,0], size*l*np.sqrt(2))\n",
" masky = np.isclose(coords[:,1], size*l*np.sqrt(2))\n",
" maskz = np.isclose(coords[:,2], size*l*np.sqrt(2))\n",
"\n",
" \n",
" blocked_DOF, free_DOF, u, F = applyBC(coords, conn)\n",
"\n",
" K = compute_K(coords, conn, areas, E)\n",
"\n",
" u=solve_static(K,u,F,blocked_DOF)\n",
" F=K.dot(u)\n",
"\n",
" sigma_nx = np.sum(F.reshape(-1,3)[maskx],axis=0)/(2*(size*l)**2)\n",
" sigma_ny = np.sum(F.reshape(-1,3)[masky],axis=0)/(2*(size*l)**2)\n",
" sigma_nz = np.sum(F.reshape(-1,3)[maskz],axis=0)/(2*(size*l)**2)\n",
" \n",
" sigma = np.array([sigma_nx[0], sigma_ny[1], sigma_nz[2],\n",
" sigma_nx[1], sigma_ny[2], sigma_nx[2]])\n",
"\n",
" return sigma\n"
]
},
{
"cell_type": "markdown",
"id": "helpful-radius",
"metadata": {},
"source": [
"Plane Strain Stiffness"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "cutting-connectivity",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"The plane strain is stiffness matrix is : \n",
" [[7183702.00952227 3591851.00476113 0. ]\n",
" [3591851.00476113 7183702.00952226 0. ]\n",
" [ 0. 0. 3591851.00476113]]\n"
]
}
],
"source": [
"applyBC=applyBC_planestrain(coords, conn, [1,0,0], l, size)\n",
"Cps1 = get_stress_tensor_FEM(coords, conn, areas, E, applyBC, l)\n",
"applyBC=applyBC_planestrain(coords, conn, [0,1,0], l, size)\n",
"Cps2 = get_stress_tensor_FEM(coords, conn, areas, E, applyBC, l)\n",
"applyBC=applyBC_planestrain(coords, conn, [0,0,1], l, size)\n",
"Cps3 = get_stress_tensor_FEM(coords, conn, areas, E, applyBC, l)\n",
"\n",
"Cps = np.vstack([Cps1.T,Cps2.T,Cps3.T])[:,[0,1,3]]\n",
"Cps[np.abs(Cps)<1]=0\n",
"print('The plane strain is stiffness matrix is : \\n',Cps)"
]
},
{
"cell_type": "markdown",
"id": "guided-knight",
"metadata": {},
"source": [
"Full stiffness"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "middle-circuit",
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"The full stiffness matrix is : \n",
" [[7183702.00952226 3591851.00476113 3591851.00476113 0.\n",
" 0. 0. ]\n",
" [3591851.00476113 7183702.00952226 3591851.00476113 0.\n",
" 0. 0. ]\n",
" [3591851.00476113 3591851.00476113 7183702.00952226 0.\n",
" 0. 0. ]\n",
" [ 0. 0. 0. 3591851.00476113\n",
" 0. 0. ]\n",
" [ 0. 0. 0. 0.\n",
" 3591851.00476113 0. ]\n",
" [ 0. 0. 0. 0.\n",
" 0. 3591851.00476113]]\n"
]
}
],
"source": [
"Clist=[]\n",
"for i in range(6):\n",
" epsi = [0,0,0,0,0,0]\n",
" if i<3:\n",
" epsi[i]=1\n",
" else:\n",
" epsi[i]=1\n",
" applyBC=applyBC_3d(coords, conn, epsi, l, size)\n",
" Ci = get_stress_tensor_FEM(coords, conn, areas, E, applyBC, l)\n",
" Clist.append(Ci.T)\n",
"\n",
"C3d = np.vstack(Clist)\n",
"C3d[C3d<1]=0\n",
"plt.figure()\n",
"plt.spy(C3d, aspect='auto')\n",
"plt.show()\n",
"\n",
"print('The full stiffness matrix is : \\n',C3d)"
]
},
{
"cell_type": "markdown",
"id": "listed-draft",
"metadata": {},
"source": [
"Compliance matrix"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "social-wayne",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[[ 8.97865751 -2.99288584 -2.99288584 0. 0. 0. ]\n",
" [-2.99288584 8.97865751 -2.99288584 0. 0. 0. ]\n",
" [-2.99288584 -2.99288584 8.97865751 0. 0. 0. ]\n",
" [ 0. 0. 0. 11.97154335 0. 0. ]\n",
" [ 0. 0. 0. 0. 11.97154335 0. ]\n",
" [ 0. 0. 0. 0. 0. 11.97154335]]\n"
]
}
],
"source": [
"Comp =np.linalg.inv(C3d)\n",
"print(Comp*E/10)"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "featured-uncle",
"metadata": {},
"outputs": [],
"source": [
"# Stiffness component\n",
"c11=C3d[0,0]\n",
"c12=-C3d[0,1]\n",
"c44=C3d[-1,-1]"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "center-fireplace",
"metadata": {},
"outputs": [],
"source": [
"# Compliance component\n",
"s11=Comp[0,0]\n",
"s12=-Comp[0,1]\n",
"s44=Comp[-1,-1]"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "million-momentum",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Young Modulus : 4789134.673014842 \n",
"Poisson Ratio : 0.3333333333333333 \n",
"Shear modulus : 3591851.00476113\n"
]
}
],
"source": [
"Es = 1/s11\n",
"nu = s12/s11\n",
"G = 1/s44\n",
"print(\"Young Modulus : \", Es, \"\\nPoisson Ratio : \", nu, \"\\nShear modulus : \", G)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "arranged-hunger",
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Zener ratio : 1.999999999999999\n"
]
}
],
"source": [
"zener = 2*c44/(c12+c11)\n",
"print(\"Zener ratio : \", zener)"
]
},
{
"cell_type": "markdown",
"id": "geological-employment",
"metadata": {},
"source": [
"# Stiffness tensor with DDCM"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "hispanic-amsterdam",
"metadata": {},
"outputs": [],
"source": [
"#Create structured dataset object for fast searching\n",
"orderDP = Dataset(dataset, E)"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "level-filing",
"metadata": {},
"outputs": [],
"source": [
"# Compute stress out given a BC function\n",
"def get_stress_tensor_DD(coords, conn, areas, E, dataset, applyBC, l):\n",
" \n",
" maskx= np.isclose(coords[:,0], size*l*np.sqrt(2))\n",
" masky = np.isclose(coords[:,1], size*l*np.sqrt(2))\n",
" maskz = np.isclose(coords[:,2], size*l*np.sqrt(2))\n",
"\n",
"\n",
" blocked_DOF, free_DOF, u, F = applyBC(coords, conn)\n",
"\n",
"\n",
" isDD = np.ones((len(conn),1)).ravel()\n",
" isDD = isDD.astype('bool')\n",
"\n",
" u, F, comp, guess, eta = solve_DD(coords, conn, areas, E, isDD, orderDP, applyBC, max_iter = 1000)\n",
" \n",
"\n",
" sigma_nx = np.sum(F.reshape(-1,3)[maskx],axis=0)/(2*(size*l)**2)\n",
" sigma_ny = np.sum(F.reshape(-1,3)[masky],axis=0)/(2*(size*l)**2)\n",
" sigma_nz = np.sum(F.reshape(-1,3)[maskz],axis=0)/(2*(size*l)**2)\n",
" \n",
" sigma = np.array([sigma_nx[0], sigma_ny[1], sigma_nz[2],\n",
" sigma_nx[1], sigma_ny[2], sigma_nx[2]])\n",
"\n",
" return sigma"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "quiet-spread",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 4 steps\n",
"Succesfull convergence in 4 steps\n",
"Succesfull convergence in 4 steps\n",
"Succesfull convergence in 4 steps\n",
"Succesfull convergence in 4 steps\n",
"Succesfull convergence in 4 steps\n"
]
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"The full stiffness matrix is : \n",
" [[6935213.5874614 3467606.7937307 3467606.7937307 0.\n",
" 0. 0. ]\n",
" [3467606.7937307 6935213.5874614 3467606.7937307 0.\n",
" 0. 0. ]\n",
" [3467606.7937307 3467606.7937307 6935213.58746139 0.\n",
" 0. 0. ]\n",
" [ 0. 0. 0. 3467606.7937307\n",
" 0. 0. ]\n",
" [ 0. 0. 0. 0.\n",
" 3467606.7937307 0. ]\n",
" [ 0. 0. 0. 0.\n",
" 0. 3467606.7937307 ]]\n"
]
}
],
"source": [
"Clist=[]\n",
"strain_value = 0.005\n",
"for i in range(6):\n",
" epsi = [0,0,0,0,0,0]\n",
" if i<3:\n",
" epsi[i]=strain_value\n",
" else:\n",
" epsi[i]=strain_value\n",
" applyBC=applyBC_3d(coords, conn, epsi, l, size)\n",
" Ci = get_stress_tensor_DD(coords, conn, areas, E, orderDP, applyBC, l)/strain_value\n",
" Clist.append(Ci.T)\n",
"\n",
"C3d = np.vstack(Clist)\n",
"C3d[C3d<1]=0\n",
"plt.figure()\n",
"plt.spy(C3d, aspect='auto')\n",
"plt.show()\n",
"\n",
"print('The full stiffness matrix is : \\n',C3d)"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "olympic-deficit",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[[ 9.30036245 -3.10012082 -3.10012082 0. 0. 0. ]\n",
" [-3.10012082 9.30036245 -3.10012082 0. 0. 0. ]\n",
" [-3.10012082 -3.10012082 9.30036245 0. 0. 0. ]\n",
" [ 0. 0. 0. 12.40048326 0. 0. ]\n",
" [ 0. 0. 0. 0. 12.40048326 0. ]\n",
" [ 0. 0. 0. 0. 0. 12.40048326]]\n"
]
}
],
"source": [
"Comp =np.linalg.inv(C3d)\n",
"print(Comp*E/10)"
]
},
{
"cell_type": "markdown",
"id": "vietnamese-button",
"metadata": {},
"source": [
"# Database generation"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "spiritual-intake",
"metadata": {},
"outputs": [],
"source": [
"# Create a load path from 0 strain up to factor*prescribed strain\n",
"def create_strain_list(p1, p0 = np.array((0,0,0)), n = 20, factor = 1):\n",
" limit_point = p1*factor\n",
" increments = np.linspace(0,1,n)\n",
" strains = np.zeros((n,3))\n",
" for i,t in enumerate(increments):\n",
" strains[i]= limit_point*t + (1-t)*p0\n",
" \n",
" return strains\n"
]
},
{
"cell_type": "markdown",
"id": "bright-finland",
"metadata": {},
"source": [
"# NR"
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "operational-sister",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== d 6.5e-05 ==--\n",
"NR diverged here\n"
]
},
{
"data": {
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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== d 6.5e-05 ==--\n",
"NR diverged here\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== d 6.5e-05 ==--\n",
"NR diverged here\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== d 6.5e-05 ==--\n",
"NR diverged here\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== d 6.5e-05 ==--\n",
"NR diverged here\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== d 6.5e-05 ==--\n",
"NR diverged here\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== d 6.5e-05 ==--\n",
"NR diverged here\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== d 6.5e-05 ==--\n",
"NR diverged here\n"
]
},
{
"data": {
"image/png": 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bq3fcuHFt3TqvvfYal19+ORBaO6eioqLtZ3r06MGYMaFH0Y0YMYJTTz2V8vJyRowYwerVq9td48QTT2TSpEnMmDGDLVu20L17d4455hgefvhhqqureffdd+nTp0+7nzvooIPallG+/PLLef3116OOv/HGG21LLVdWVjJ79mzWrGn/wImKigouu+wyHn30Ubp3D43rv/7661xxxRUAnH766WzatIl//vOfHbp38SQ77znnnEPPnj3p168fAwYMYMOG7HTJdUhDDe3XoY8x9u6cVEUkUyW7PHLPb/cMdefE2d9Zmzdv5uWXX+bdd9/FzGhubsbMuOee5EvUlpeXYxZaGrdbt2707Nmz7f2uXbvalZ88eTLnnHMOCxcu5MQTT+SFF16Iu3RybCu79RqJtt09raWWn3vuOV577TWeffZZ7rrrLt59992k5Vt179697fm+LS0t7NiR3gNAEmm9TxB6lnC8e9XlnpkYfhRh9NLGbYuhaaBWikjJtvAPuesQuu0R/fG67dGNQ+46pNPnnDdvHldccQVr1qxh9erVrF27lqFDh7J48WJOOeWUtoHJ9957L24fd7o++ugjRowYwS233MIxxxzDBx98EHfp5FiffPIJS5YsAUJPzzrppJOijidbarlVS0sLa9eu5bTTTuPuu+9m69atbNu2jZNPPpnHHnsMCI039OvXj7333jvqZ4cMGdLWlTV//vy2Lphkyzinc968aaih9rYnSPg82m49NFArRaVkA3/gZQM5bNZh9Dy4Jxj0PLgnh806jIGXDez0OefOncuFF14Yte+iiy5i7ty5XHfddWzbto3hw4dz2223cfTRR3f6OtOnT+fII4+koqKC8vJyxo4dS21tLSNHjmTUqFE8+eST3HRT+0fBHXbYYcycOZPhw4fzxRdfcN1110Udj1xquaKighNOOKHd1NLm5mYuv/xyRowYwahRo7jxxhvp27cv1dXVLF26lIqKCiZPnszs2bPbXf/aa6/l1VdfZeTIkSxZsiTu8tDTpk2L+pl0zps3C35C0ufRXjAz51USyUTWlkfONi2PLOno0j8T1ftQO+Vp4j9s3Bnteni8FJ5kyyOXbAtfJCMNNfmugUjWKfBF4mlbRiH62bO798Vr9YsUtqIL/ELtgpLc69I/C+FlFBI+j9ZHd921RbpIUU3L7NWrF5s2bWL//fdvN+VQgsXd2bRpE7169cr+yWO6c6KeRwuhh5qIFKGiCvzBgwezbt06Ghsb810VKQC9evVi8ODB2T9xqlUxNe9eilRRBX55eTlDhw7NdzWk1CVbFbN8z9zVQyTLiq4PX6RLLZiU/LjWu5cipsAXibT04eTH1Z0jRUyBLxLJWxIfU3eOFDkFvkgrdedIiVPgi7RSd46UOAW+SKtk3Tl6yImUAAW+CKReO0cPOZESoMAXAXj+luTH1Z0jJUCBLwLQtDnJQS3jIaVBgS+SStXV+a6BSFYo8EVSTcfUYwylRCjwRVJNxxQpEQp8EX27VgJCgS+SjL5dKyVEgS/Blmr+vaZjSglR4EuwpXrYiUgJUeBLsCV72Inm30uJUeCLJKL591JiFPgSXKn67zX/XkpMUT3TViSrnr+F2ilPEd1144y+/cJ81UikS6mFL4FVO/lBQmEf/Qr9IyBSerIS+GY2xsw+NLOVZjY5zvHxZtZoZvXh14+ycV2RzLSGfJx9Wv9eSlDGXTpmVgbMBL4HrAP+ambz3f39mKJPuvvETK8nkhNa/15KUDZa+McCK919lbvvAJ4Azs/CeUW6TqoF0/SFKylB2Qj8A4G1EdvrwvtiXWRmDWY2z8wOinciM5tgZnVmVtfY2JiFqokksPRhwMOvSPH2iZSGXA3aPgsMcfcKYBEwO14hd5/l7lXuXtW/f/8cVU0CyVvCs3G83Wv01GvyWjWRrpKNaZmfApEt9sHhfW3cfVPE5m+B/87CdUUyFncK5tjf5L4iIjmQjRb+X4FDzWyomfUAxgHzIwuY2QERm+cBy7NwXZGuof57KVEZt/DdfZeZTQReAMqAh9x9mZndAdS5+3zgRjM7D9gFbAbGZ3pdkU5LNWArUqKy8k1bd18ILIzZd1vE+/8E/jMb1xLJmJ5wJQGlb9pK8CR7wpW+cCUlTIEvEklfuJISpsAXiaQBWylhCnwJFg3YSoAp8CVYNGArAabAl2DRgK0EmAJfpJUGbKXEKfBFWmnAVkqcAl+CQwO2EnAKfAkODdhKwCnwJTiSDdiW75m7eojkiQJfBOD70/NdA5Eup8AXAQ3YSiAo8CUYGmryXQORvFPgSzA8f0u+ayCSdwp8CYamzfmugUjeKfBFtKSCBIQCX0RLKkhAKPBFNENHAkKBL6VPM3REAAW+BIFm6IgACnwJgqQzdCxn1RDJNwW+BFvV1fmugUjOKPAl2M69N981EMkZBb6UNg3YirRR4Etp04CtSBsFvpQ2DdiKtFHgS3BpwFYCRoEvwaUBWwkYBb6ISEAo8EVEAkKBL6VrwaR810CkoCjwpXQtfTjfNRApKAp8KV3ekviYHnoiAaTAl2DSQ08kgBT4Ekx66IkEUPdsnMTMxgD3AWXAb919aszxnsAc4GhgE/Cv7r46G9cWiauhhtopTxH9bVpn9O0X5qtGInmXcQvfzMqAmcBY4HDgUjM7PKbYNcAX7v5dYBqg/09Ll6od2Y9Q2Ee/Qv8IiARTNrp0jgVWuvsqd98BPAGcH1PmfGB2+P084Awz00Im0oVaQz7VPpHgyEbgHwisjdheF94Xt4y77wK2AvvHnsjMJphZnZnVNTY2ZqFqInFoho4EVEEN2rr7LHevcveq/v3757s6Uqo0Q0cCKhuB/ylwUMT24PC+uGXMrDuwD6HBW5Eu4uFXnH2aoSMBlY3A/ytwqJkNNbMewDhgfkyZ+cBV4fcXAy+7e+zfRpHsaKgJz8bxdi/N0pEgy3haprvvMrOJwAuEpmU+5O7LzOwOoM7d5wMPAr8zs5XAZkL/KIh0jfBTrhTuItGyMg/f3RcCC2P23Rbx/hvgkmxcSyQlPeVKJK6CGrQV6XJ6ypUEmAJfgkVPuZIAU+CLiASEAl9KS0NNvmsgUrAU+FJaFvwk3zUQKVgKfCktO75KfKx8z9zVQ6QAKfAlOL4/Pd81EMkrBb4Eh5ZUkIBT4IuIBIQCX0rHgkn5roFIQVPgS+lY+nC+ayBS0BT4Ujq8JfExPfRERIEvAaGHnogo8CUgNENHRIEvJUJLKoikpMCX0hB+6ImIJKbAl9KQ9KEnIgIKfAkCzdARART4EgSaoSMCKPAlCDRDRwRQ4Esp0AwdkbQo8KX46aEnImlR4EvxS/bQEyxn1RApdAp8KW1VV+e7BiIFQ4Evpe3ce/NdA5GCocCX4qYBW5G0KfCluGlJBZG0KfCluCVdUkEDtiKRFPhSujRgKxJFgS+lSwO2IlEU+FK8NGAr0iEKfCleGrAV6RAFvhQvDdiKdIgCX0qTBmxF2lHgS2nSgK1IOwp8KU4asBXpsIwC38z2M7NFZvb38K/7JijXbGb14df8TK4pAmjAVqQTMm3hTwZecvdDgZfC2/E0uXtl+HVehtcU0YCtSCdkGvjnA7PD72cDF2R4PpHMacBWJK5MA3+gu38Wfv8PYGCCcr3MrM7M3jCzCxKdzMwmhMvVNTY2Zlg1CSwN2IrE1T1VATN7EfhWnEO3Rm64u5uZJzjNwe7+qZkdArxsZu+6+0exhdx9FjALoKqqKtG5JOg0YCvSKSkD393PTHTMzDaY2QHu/pmZHQB8nuAcn4Z/XWVmtcAooF3gi6RFA7YinZJpl8584Krw+6uAZ2ILmNm+ZtYz/L4fcCLwfobXlSDTgK1Ip2Qa+FOB75nZ34Ezw9uYWZWZ/TZcZjhQZ2bvAK8AU91dgS9dQwO2Igml7NJJxt03AWfE2V8H/Cj8/i/AiEyuI9ImVf+9BmxFEtI3baW4qP9epNMU+FJckvbfi0gyCnwpHb33y3cNRAqaAl+KR6r++7F356YeIkVKgS/FY8FPkh+v+GFOqiFSrBT4Ujx2fJXkoObfi6SiwJfSoPn3Iikp8KU4aP69SMYU+FIcNP9eJGMKfCkOmn8vkjEFvhQ/zb8XSYsCXwqf5t+LZIUCXwqf5t+LZIUCXwpfsvn35Xvmrh4iRU6BL4UtVXfO96fnpBoipUCBL4VN3TkiWaPAl8Km7hyRrFHgS+FSd45IVinwpXCl+natunNEOkSBL4VL364VySoFvhSmVN05+natSIcp8KUwpZqdo2/XinRY93xXQKSdhhpqb51N9B/PXYy+/eLdm+q/F+kwtfCl4NSO3JdQ2FvEqzu1U+aFCqg7R6RTFPhSgFrDPpLR1uJXd45IpyjwpbCkGqwt31PdOSKdpMCXwpJqsFZfthLpNAW+FI6GmvBSCrsAjznoof1q3Yt0mgJfCke4dR+ajdMa+q2vXYyeOiFvVRMpBZqWKYWhrXUfEjUFs9XY3+SwQiKlRy18KQzPTEx+XIO1IhlT4Ev+LZgEzduTl9FgrUjGFPiSXw01UPdg8jJV16h1L5IFCnzJr1TTMAHOvbfLqyESBAp8yZ8Fk5I/0QpCrXsRyQoFvuRHOl053XqodS+SRRlNyzSzS4BqYDhwrLvXJSg3BrgPKAN+6+5TM7muFLc3v7OIplX9gacB6N1vDcfdcFP7ghfMzGm9REpdpi3894AfAK8lKmBmZcBMYCxwOHCpmR2e4XWlSL357WdoWhW9EmbTxoN5c+Z90QU1UCuSdRkFvrsvd/cPUxQ7Fljp7qvcfQfwBHB+JteVIrVgEk1r9ybeSphNGw/evVl1jbpyRLpALvrwDwTWRmyvC+9rx8wmmFmdmdU1NjbmoGqSEw01cNeg1H32EPqClcJepEuk7MM3sxeBb8U5dKu7P5PNyrj7LGAWQFVVVezqWVKMFkxKL+hb6QtWIl0mZeC7+5kZXuNT4KCI7cHhfVLKGmrg6RugZUfU7t791oS7byK7dZze/dao316ki+Vi8bS/Aoea2VBCQT8O+J85uK7kWkMNPPsTan86B+gPtD7MpJnRt18EwHE33MSbM++L6rPv3W8Nx720B1SoK0ekK5l753tOzOxC4P8S+tu9Bah397PMbBCh6Zdnh8udDUwnNC3zIXe/K9W5q6qqvK4u7ixPKQQNNfD8LdC0OWp37ZQ/EPptjm7BR4Z+FCuDCx9Qy14kS8xsqbtXxTuWUQvf3Z8Cnoqzfz1wdsT2QmBhJteSrlfb7WXwyKDeFX+Z4qRiw57wdln7oj32hHOnK+xFcqT01sNfMAnqHqL9E5NKW/2carZ8XNm23XdoPZVXVqf987VT5tH+4eHdqZ0yrxOhnwZNvRTJudJaWqFtRkhQw373l5m2fFxJ/ZzqDpwlNuwJb2e5TVDWE37wG4W9SB6UVgt/6SP5rkFe7A77SBbV4s+dZhL14atVL5JfpdXC9+Z81yDwQgOzzUQ/j9YZ7Wcq7EXyrLRa+Fam0O+0XbTv1vHw/o4ZfdeVGowVKUCl1cI/eny+a5AXfYfW037cwsP70xMamN1FdMs8zVk6vfcL9ctXbw29/mu9wl6kAGU0D78rdXoevmbpAB2fpdNO7/1g7N0KbpEik2wefukFvohIgCUL/NLq0hERkYQU+CIiAaHAFxEJCAW+iEhAKPBFRAKiYGfpmFkjsCaDU/QDNmapOsVK9yBE9yFE9yGk1O/Dwe7eP96Bgg38TJlZXaKpSUGhexCi+xCi+xAS5PugLh0RkYBQ4IuIBEQpB/6sfFegAOgehOg+hOg+hAT2PpRsH76IiEQr5Ra+iIhEUOCLiAREyQS+me1nZovM7O/hX/eNU6bSzJaY2TIzazCzf81HXbtKOvcgXO6PZrbFzBbkuo5dyczGmNmHZrbSzCbHOd7TzJ4MH3/TzIbkoZpdLo37cIqZvW1mu8ysC55QXxjSuA+TzOz9cBa8ZGYH56OeuVQygQ9MBl5y90OBl8Lbsb4GrnT3I4AxwHQz65u7Kna5dO4BwD3AFTmrVQ6YWRkwExgLHA5camaHxxS7BvjC3b8LTAPuzm0tu16a9+ETYDzweG5rlztp3oe/AVXuXgHMA/47t7XMvVIK/POB2eH3s4ELYgu4+wp3/3v4/XrgcyDuN9KKVMp7AODuLwFf5qhOuXIssNLdV7n7DuAJQvcjUuT9mQecYWaxT38vdinvg7uvdvcGoCUfFcyRdO7DK+7+dXjzDWBwjuuYc6UU+APd/bPw+38AA5MVNrNjgR7AR11dsRzq0D0oMQcCayO214X3xS3j7ruArcD+Oald7qRzH4Kgo/fhGuD5Lq1RASiqh5ib2YvAt+IcujVyw93dzBLONzWzA4DfAVe5e1G1crJ1D0QkxMwuB6qAU/Ndl65WVIHv7mcmOmZmG8zsAHf/LBzonycotzfwHHCru7/RRVXtMtm4ByXqU+CgiO3B4X3xyqwzs+7APsCm3FQvZ9K5D0GQ1n0wszMJNZZOdfftOapb3pRSl8584Krw+6uAZ2ILmFkP4ClgjrvPy2HdciXlPShhfwUONbOh4d/ncYTuR6TI+3Mx8LKX3jcP07kPQZDyPpjZKODXwHnuHozGkbuXxItQX+xLwN+BF4H9wvurgN+G318O7ATqI16V+a57Lu9BeHsx0Ag0EerbPCvfdc/S5z8bWEFoXObW8L47CP2FBugF/B5YCbwFHJLvOufpPhwT/n3/itD/cJblu855ug8vAhsismB+vuvc1S8trSAiEhCl1KUjIiJJKPBFRAJCgS8iEhAKfBGRgFDgi4gEhAJfRCQgFPgiIgHx/wG6ykZKegb+GgAAAABJRU5ErkJggg==\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== d 6.5e-05 ==--\n",
"NR diverged here\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== d 6.5e-05 ==--\n",
"NR diverged here\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== d 6.5e-05 ==--\n",
"NR diverged here\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== d 6.5e-05 ==--\n",
"NR diverged here\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== d 6.5e-05 ==--\n",
"NR diverged here\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== d 6.5e-05 ==--\n",
"NR diverged here\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== d 6.5e-05 ==--\n",
"NR diverged here\n"
]
},
{
"data": {
"image/png": 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CX5rv8qnZrkBEkqDAl+YruS7bFYhIEhT4IiIBocAXEQkIBb6ISEAo8EVEAkKBL7HpS1ciBUWBL7G9dE+2KxCRNFLgS2y7t8fZqIuXi+QbBb40T9nobFcgIklS4EvzXDYl2xWISJIU+CIiAaHAFxEJCAW+iEhAKPBFRAJCgS/RzR+X7QpEJM0U+BLdst9luwIRSTMFvkTnB2Jv05WuRPKSAl+SpytdieQlBb4kT1e6EslLCnwRkYBQ4IuIBIQCX0QkIBT40pgufCJSkBT40pgufCJSkBT40ljcC5+ISL5S4Ety2h+R7QpEpJkU+JKciydnuwIRaSYFviRHX7oSyVsKfBGRgEgp8M3sCDNbZGYfh/88PEa/GjOrCt/mpXJMERFpnlTP8McDr7r7ccCr4cfR7Hb30vDtihSPKS1J6+CLFKxUA38YMDN8fyYwPMX9SbZpHXyRgpVq4Pdw98/D978AesTo187MKs3sbTMbHmtnZjYm3K9yy5YtKZYmzRJvHXxNyRTJa62b6mBmrwDfibLp3sgH7u5m5jF2c6y7f2ZmfYHXzOx9d/+kYSd3nwHMACgrK4u1L8kWTckUyWtNBr67XxRrm5ltNrMj3f1zMzsS+DLGPj4L/7nWzCqAQUCjwJccpymZInkt1SGdecBN4fs3AS807GBmh5tZcfh+V+As4MMUjysiIklKNfAnAd81s4+Bi8KPMbMyM/tNuE9/oNLMlgOLgUnursAXEcmwJod04nH3bcCFUdorgVvC998ETkrlOJIhmpIpUtD0TVs5SFMyRQqaAl8Oijcls02HzNUhIi1CgS+JuXxqtisQkRQp8CUxmpIpkvcU+CIiAaHAlxBduFyk4CnwJUQXLhcpeAp8CYl74XLLWBki0nIU+NK0stHZrkBE0kCBL027bEq2KxCRNFDgi4gEhAJfNENHJCAU+ALzf5TtCkQkAxT4Anu/ib1Na+iIFAwFvsSnNXRECoYCX+LTGjoiBUOBLyISEAr8oNNVrkQCQ4EfdLrKlUhgKPCDTle5EgmMlC5iLgVOM3Ryyr59+9i4cSPffvtttkuRHNCuXTt69epFmzZtEn6OAj/ImvqGrWbo5JSNGzfSqVMnevfujZlWMA0yd2fbtm1s3LiRPn36JPw8DekEmb5hm1e+/fZbunTporAXzIwuXbok/W5PgR9k8b5hqzXwc5LCXmo15++CAl+i0xr4IgVHgR9UTc2/1xr4+a96DjxyIkzoHPozDauiFhUVUVpaysCBAzn55JP55S9/yYEDcWZ6AevWrePZZ59N+dgNTZ06lV27dqV9v4VMgR9Umn9f2KrnwIt3wc4NgIf+fPGulEO/ffv2VFVVsWLFChYtWsRLL73ExIkT4z5HgZ87FPhBFW/+ffsjMleHtIxXfw77dtdv27c71J4m3bt3Z8aMGTz66KO4O+vWreOcc87hlFNO4ZRTTuHNN98EYPz48SxdupTS0lIeeeSRmP0+//xzzj33XEpLSznxxBNZunQpAH/+858588wzOeWUU7j22mv5+uuvmTZtGps2beL888/n/PPPT9vPVOg0LTOImjrLu3hyZuqQlrNzY3LtzdS3b19qamr48ssv6d69O4sWLaJdu3Z8/PHHXH/99VRWVjJp0iQefvhh5s+fD8CuXbui9nv22Wf53ve+x7333ktNTQ27du1i69atPPDAA7zyyit06NCByZMnM2XKFO677z6mTJnC4sWL6dq1a1p/pkKmwA+il+6Jv13z7/PfYb3CwzlR2lvIvn37GDt2LFVVVRQVFbF69eqk+p122mmMHj2affv2MXz4cEpLS3n99df58MMPOeusswDYu3cvZ555Zov9DIVOgR9Eu7fH2ahpfwXhwvtCY/aRwzpt2ofa02jt2rUUFRXRvXt3Jk6cSI8ePVi+fDkHDhygXbt2UZ/zyCOPRO137rnnsmTJEhYsWMCoUaMYN24chx9+ON/97ncpLy9Pa91BpTH8oGlqOEfTMQtDyXVw+TQ47GjAQn9ePi2t7962bNnCbbfdxtixYzEzdu7cyZFHHkmrVq14+umnqampAaBTp0589dVXdc+L1W/9+vX06NGDW2+9lVtuuYX33nuPM844g7/85S+sWbMGgG+++abuHUHD/UrTdIYfNC+Mjb9d0zELR8l1aR+e2717N6Wlpezbt4/WrVtz4403Mm5caIrvHXfcwdVXX82sWbMYOnQoHTqEFt8rKSmhqKiIk08+mVGjRsXsV1FRwUMPPUSbNm3o2LEjs2bNolu3bjz11FNcf/317NmzB4AHHniAfv36MWbMGIYOHUrPnj1ZvHhxWn/OQmXunu0aoiorK/PKyspsl1FYqufA/7s1TgeDCTsyVY0kaeXKlfTv3z/bZUgOifZ3wsyWuXtZtP4a0gmSpj6s1XCOSEFT4AdJ3A9r0XCOSIFLKfDN7FozW2FmB8ws6luIcL+hZvaRma0xs/GpHFOaqamlFMpuzkwdIpI1qZ7hfwBcBSyJ1cHMioDpwMXAAOB6MxuQ4nElGdVzoPLJ+H10di9S8FKapePuK6HJZTpPB9a4+9pw39nAMODDVI4tSWhqZo6WUhAJhEyM4R8FRH7lb2O4rREzG2NmlWZWuWXLlgyUFgCPDoaaPfH7aCkFkUBoMvDN7BUz+yDKbVi6i3H3Ge5e5u5l3bp1S/fug+fRwbB1Vfw+bTpoKYUCtfmZzbzV+y0qWlXwVu+32PzM5rTs9/nnn8fMWLUq9t+tIUOGkMy06srKSu66666ka7nkkkvYsWMH69at48QTT0xLLcl46qmnGDs2/jvohquFNvdnTYcmh3Tc/aIUj/EZcHTE417hNmlJD58AX3/edD9dqLwgbX5mMx+N+YgDu0Krou5Zv4ePxnwEQI+RPVLad3l5OWeffTbl5eVNLo2cqLKyMsrKYs77iGnhwoUA7NixIy11tITawP/+978PNP9nTYdMDOn8FTjOzPqYWVtgBDAvA8cNpvnjqLBFVPz0cSomPh++zY3et+xmnd0XqLX3rq0L+1oHdh1g7b1rU9rv119/zRtvvMGTTz7J7Nmz69p3797NiBEj6N+/P1deeSW7dx9cw6djx4789Kc/ZeDAgVx00UW8++67DBkyhL59+zJvXigKKioquOyyywB4/fXXKS0tpbS0lEGDBvHVV1/FXDq5d+/ebN26FYD9+/czcuRI+vfvzzXXXBN1rfxoSy03NG3aNAYMGEBJSQkjRowAYPv27QwfPpySkhLOOOMMqqurGz1v1KhRzJ178N9ax44dgcbLQ0f+rLH2O2HCBEaPHl33Ok2bNi3RX1FcqU7LvNLMNgJnAgvM7OVwe08zWwjg7vuBscDLwEpgjruvSK1sqWf+OJhwGEw4jIrLLyb0xs0ibq0bh36f8zQzp4Dt+Xv0z21itSfqhRdeYOjQofTr148uXbqwbNkyAB5//HEOOeQQVq5cycSJE+vaIbT+zQUXXMCKFSvo1KkTP/vZz1i0aBHPPfcc993XeDG3hx9+mOnTp1NVVcXSpUtp37593dLJVVVVLF++nNLS0kbP++ijj7jjjjtYuXIlhx56KI899li97ZFLLb/33nuUlZUxZUrjfwOTJk3ib3/7G9XV1TzxxBMA3H///QwaNIjq6mp+8Ytf8IMf/CDh12zSpEmcc845VFVV8eMf/7jetnj7XbVqFS+//DLvvvsuEydOZN++fQkfM5ZUZ+k8BzwXpX0TcEnE44XAwlSOFXTvHPMCuzccWve4fdf1DL7z7ig9a8M+klHvV931BLhJb7IKWfExxexZ3zjci48pTmm/5eXl3H136O/diBEjKC8v59RTT2XJkiV149IlJSWUlJTUPadt27YMHToUgJNOOoni4mLatGnDSSedxLp16xod46yzzmLcuHGMHDmSq666il69ekVdOrmho48+um4Z5RtuuIFp06bxk5/8pG7722+/ndBSyyUlJYwcOZLhw4czfPhwAN544w3++Mc/AnDBBRewbds2/vnPfyb56jUWb7+XXnopxcXFFBcX0717dzZv3kyvXqktb11wi6dVXVTFjld31D3ufPJmSoePSWmfobPjyJdqP0PuvyalfYb2+0egKKKlhiH3X92o3zvTf8XurccSGeS7tx7LO9N/FSP04+h6Aox9p1n1Sv7o+2DfemP4AK0OaUXfB/s2e5/bt2/ntdde4/3338fMqKmpwcx46KGH4j6vTZs2dVO3W7VqRXFxcd39/fv3N+o/fvx4Lr30UhYuXMhZZ53Fyy+/HHXp5IZn2Q2nhzd87O4JLbW8YMEClixZwosvvsiDDz7I+++/H7d/rdatW9dd3/fAgQPs3bs3oefFUvs6QehawtFeq2QV1NIKDcMeYMfy7lTNmtDsfR4M+yaGSJLeb23YR+63KNxeX8OwD7FwexI6HqmwD4geI3tw/IzjKT62GAyKjy3m+BnHp/SB7dy5c7nxxhtZv34969atY8OGDfTp04elS5dy7rnn1s1E+eCDD6KOcSfqk08+4aSTTuKee+7htNNOY9WqVVGXTm7o73//O2+99RYAzz77LGeffXa97fGWWq514MABNmzYwPnnn8/kyZPZuXMnX3/9Neeccw7PPPMMEPq8oWvXrhx66KH1ntu7d++6oax58+bVDcHEW8Y5kf2mU0Gd4TcM+xBjx6elKew1gSGSZqkN+4b7LYrSNxn7aVyzAzXwkyamaEpB6TGyR8ozciKVl5dzzz31F+C7+uqrKS8vZ8qUKfzwhz+kf//+9O/fn1NPPbXZx5k6dSqLFy+mVatWDBw4kIsvvpjZs2c3Wjq5oeOPP57p06czevRoBgwYwO23315ve7yllmvV1NRwww03sHPnTtydu+66i86dO9d9iFpSUsIhhxzCzJkzGx3/1ltvZdiwYZx88slxl4ceNGhQ3XMS2W86FdTyyBVWEWOLM+T+4c2qo2Li80S/ClTz95nsfpOtodEQlB1gyIELm1mp5AotjywNJbs8ckGd4Req9l3XRxnWcdp3XR+1f+jzBQstd6yZOCISVlBj+J0v7Byl1encpyqFve4nNCRSf5+h9lTUxNhvTaOeg++8OxzuXneLOUunz3kwYWfoQiYKexGJUFBDOlCYs3QaadsBLpuqL00FzMqVKznhhBOaWqxQAsLdWbVqVVJDOgUX+CKF6tNPP6VTp0506dJFoR9w7s62bdv46quv6NOnT71tGsMXKQC9evVi48aNaCVZAWjXrl3SX8RS4IvkiTZt2jQ6mxNJRkF9aCsiIrEp8EVEAkKBLyISEDk7S8fMtgDRv1nUPF2BrWncX0vIhxohP+pUjemTD3XmQ42QmTqPdfeolwzM2cBPNzOrjDVVKVfkQ42QH3WqxvTJhzrzoUbIfp0a0hERCQgFvohIQAQp8Gdku4AE5EONkB91qsb0yYc686FGyHKdgRnDFxEJuiCd4YuIBJoCX0QkIAo28M3sCDNbZGYfh/88PEqfUjN7y8xWmFm1mf1rrtUY7vcnM9thZvMzWNtQM/vIzNaY2fgo24vN7Pfh7e+YWe9M1dagjqbqPNfM3jOz/WaW+prWLVPjODP7MPx38FUzS/JixRmr8zYze9/MqszsDTMbkGs1RvS72szczDI+BTKB13GUmW0Jv45VZnZLxopz94K8Af8HGB++Px6YHKVPP+C48P2ewOdA51yqMbztQuByYH6G6ioCPgH6Am2B5cCABn3uAJ4I3x8B/D4Lv+NE6uwNlACzgGtytMbzgUPC92/P4dfy0Ij7VwB/yrUaw/06AUuAt4GyXKsRGAU8munfsbsX7hk+MAyovSLwTGB4ww7uvtrdPw7f3wR8CUT9hloLabJGAHd/FYh+2fuWcTqwxt3XuvteYDahWiNF1j4XuNAyv0h7k3W6+zp3rwYOZLi2WonUuNjdd4Ufvg0kt+ZteiRS5z8jHnag8SXbWloify8B/jcwGfg2k8WFJVpjVhRy4Pdw98/D978AesTrbGanE/of+ZOWLixCUjVm0FHAhojHG8NtUfu4+35gJ9AlI9VFqSEsWp3ZlmyNNwMvtWhF0SVUp5ndaWafEHp3eleGaqvVZI1mdgpwtLsvyGRhERL9fV8dHsKba2ZHZ6a0PF8P38xeAb4TZdO9kQ/c3c0s5tmImR0JPA3c5O5pPRNMV41S+MzsBqAMOC/btcTi7tOB6Wb2feBnwE1ZLqmOmbUCphAaMsllLwLl7r7HzP4HoXfKF2TiwHkd+O5+UaxtZrbZzI5098/Dgf5ljH6HAguAe9397VysMQs+AyLPOnqF26L12WhmrYHDgG2ZKa9RDbWi1ZltCdVoZhcROgk4z933ZKi2SMm+lrOBx1u0osaaqrETcCJQER5d/A4wz8yucPdMXS+1ydfR3SP/nfyG0LuljCjkIZ15HDz7uAl4oWEHM2sLPAfMcve5GaytVpM1ZslfgePMrE/4NRpBqNZIkbVfA7zm4U+kMiiROrOtyRrNbBDwf4Er3D1b/+knUudxEQ8vBT7OYH3QRI3uvtPdu7p7b3fvTejzkEyGfZM1Qt2IQq0rgJUZqy4bnxRn4kZoPPlVQn8pXwGOCLeXAb8J378B2AdURdxKc6nG8OOlwBZgN6Exwe9loLZLgNWEPtO4N9z2c0L/gADaAX8A1gDvAn2z9Htuqs7Twq/ZN4TegazIwRpfATZH/B2cl6Ov5a+AFeEaFwMDc63GBn0ryPAsnQRfx/8Mv47Lw6/jCZmqTUsriIgERCEP6YiISAQFvohIQCjwRUQCQoEvIhIQCnwRkYBQ4IuIBIQCX0QkIP4/HPp2Rx534C4AAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== d 6.5e-05 ==--\n",
"NR diverged here\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== d 6.5e-05 ==--\n",
"NR diverged here\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== d 6.5e-05 ==--\n",
"NR diverged here\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== d 6.5e-05 ==--\n",
"NR diverged here\n"
]
},
{
"data": {
"image/png": 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cVyAiSVLgi4gEhAJfRCQgFPgiIgGhwBcRCQgFvohIQCjwRUQCQoEv0WlaBZGio8CX6Ob8ONcViEiaKfAlut1fxlmpaRVECpECX5KnaRVECpICX5KnaRVECpICX0QkIBT4IiIBocAXEQmIlALfzA41s+fM7KPwv4fEaLfPzOrDj9mp7FNERNon1TP8icAL7n4M8EL4dTQ73b0y/LgwxX2KiEg7pBr4I4Dp4efTgZEpbk/yge6yFSlKqQZ+b3f/PPz8b0DvGO06m1mdmb1uZiNjbczMxoXb1W3cuDHF0qTddJetSFHq0FYDM3se+FqUVbdGvnB3NzOPsZmj3P0zMzsaeNHM3nP3j1s2cvdpwDSAqqqqWNuSTNNdtiJFqc3Ad/ehsdaZ2QYzO9zdPzezw4G/x9jGZ+F/V5lZLXAC0CrwpQDoLluRgpVql85s4Orw86uBZ1o2MLNDzKws/LwncDrwQYr7lVzRXbYiBSvVwJ8MnGtmHwFDw68xsyoz+224zQCgzszeBV4CJru7Al9EJMva7NKJx903A+dEWV4H/DD8/FXguFT2IyIiqdOdtiIiAaHAFxEJCAW+NKebrkSKlgJfmpt/S64rEJEMUeBLczu35LoCEckQBb4krsuhua5ARFKgwJfEDb8r1xWISAoU+JK4istzXYGIpECBLyISEAp8EZGAUODLfhqDL1LUFPiyn8bgixQ1Bb7sF3cMvj74RKTQKfAlMfrgE5GCp8CXxOiDT0QKngJfRCQgFPgiIgGhwJeQORNyXYGIZJgCX0IW/z7XFYhIhinwJcQbYq/reGD26hCRjEnpQ8wlIL7zQK4rEGDPnj2sW7eOr776KtelSB7o3Lkzffv2pWPHjgl/jQJf2qZZMvPCunXr6NatG+Xl5ZjpRrggc3c2b97MunXr6NevX8Jfpy4d0Rw6BeKrr76iR48eCnvBzOjRo0fSf+0p8EVz6BQQhb00as/PggJf9Dm2IgGhwJf49Dm2hWvJTLh/MNzRPfRvGrruSktLqaysZNCgQRx//PHce++9NDTEGeEFrF69mieffDLlfbf0wAMPsGPHjrRvt5gp8CU+fY5tYVoyE569EbatBTz077M3phz6Xbp0ob6+nqVLl/Lcc88xf/58Jk2aFPdrFPj5Q4EfdG3dYasROoXphV/Anp3Nl+3ZGVqeJocddhjTpk3jN7/5De7O6tWrOfPMMznxxBM58cQTefXVVwGYOHEiixYtorKykvvvvz9mu88//5yzzjqLyspKBg8ezKJFiwD4y1/+wmmnncaJJ57IZZddxvbt25kyZQrr169nyJAhDBkyJG3vqdiZu+e6hqiqqqq8rq4u12UUv0mHxL/p6o5t2atF4lq2bBkDBgxIrPEd3YFov9sGd2xtdw1du3Zl+/btzZZ1796d5cuX061bN0pKSujcuTMfffQRV1xxBXV1ddTW1nLPPfcwZ84cAHbs2BG13b333stXX33Frbfeyr59+9ixYwe7du3i4osvZv78+Rx44IHcdddd7Nq1i9tuu43y8nLq6uro2bNnu99PoYv2M2Fmi929Klp7jcMPOt1hW5wO7hvuzomyPEP27NnD+PHjqa+vp7S0lBUrViTV7uSTT2bs2LHs2bOHkSNHUllZycsvv8wHH3zA6aefDsDu3bs57bTTMvYeip0CX2LTHbaF65zbQn32kd06HbuElqfRqlWrKC0t5bDDDmPSpEn07t2bd999l4aGBjp37hz1a+6///6o7c466ywWLlzI3LlzGTNmDBMmTOCQQw7h3HPPpaamJq11B5X68IOsrQt46r8vXBWXw3emwMFHAhb69ztT0vo93bhxIz/60Y8YP348Zsa2bds4/PDDKSkp4fHHH2ffvn0AdOvWjS+++KLp62K1W7NmDb179+baa6/lhz/8IW+//Tannnoqf/3rX1m5ciUAX375ZdNfBC23K23TGX6QzflxriuQTKq4PO3/ae/cuZPKykr27NlDhw4duOqqq5gwIXTh//rrr+eSSy7hscceY9iwYRx4YKhLsKKigtLSUo4//njGjBkTs11tbS133303HTt2pGvXrjz22GP06tWLRx99lCuuuIJdu3YBcOedd9K/f3/GjRvHsGHD6NOnDy+99FJa32ex0kXbILvj4DgrU7u4J+mX1EVbCYRkL9qqSyeo2urO0YeWixQdBX5QtTV/jj60XKTopBT4ZnaZmS01swYzi/onRLjdMDNbbmYrzWxiKvuUNIk3f46GY4oUpVTP8N8HLgYWxmpgZqXAVGA4MBC4wswGprhfScX0C+Ov13BMkaKU0igdd18GbU7T+U1gpbuvCredAYwAPkhl39JOS2bCJy/Hb6PhmCJFKRt9+EcAkbf8rQsva8XMxplZnZnVbdy4MQulBdDT18Vfr9kxRYpWm4FvZs+b2ftRHiPSXYy7T3P3Knev6tWrV7o3L9MvhIa98dtodsyiseGJDbxW/hq1JbW8Vv4aG57YkJbtPv3005gZH374Ycw21dXVJDOsuq6ujhtvvDHpWs477zy2bt3K6tWrGTx4cFpqScajjz7K+PHj47ZpOVtoe99rOrTZpePuQ1Pcx2fAkRGv+4aXSTbNmdB2V06/b6k7p0hseGIDy8ctp2FHaK6kXWt2sXzccgB6j+6d0rZramo444wzqKmpaXNq5ERVVVVRVRVz3EdM8+bNA2Dr1q1pqSMTGgP/e9/7HtD+95oO2ejSeQs4xsz6mVknYBQwOwv7lUbTL4S6R9pud7W+LcVi1a2rmsK+UcOOBlbduiql7W7fvp1XXnmFRx55hBkzZjQt37lzJ6NGjWLAgAFcdNFF7Ny5fw6frl278tOf/pRBgwYxdOhQ3nzzTaqrqzn66KOZPTv0M1dbW8sFF1wAwMsvv0xlZSWVlZWccMIJfPHFFzGnTi4vL2fTpk0A7N27l9GjRzNgwAAuvfTSqHPlR5tquaUpU6YwcOBAKioqGDVqFABbtmxh5MiRVFRUcOqpp7JkyZJWXzdmzBhmzZrV7H1D6+mhI99rrO3ecccdjB07tuk4TZkyJdFvUVypDsu8yMzWAacBc81sQXh5HzObB+Due4HxwAJgGTDT3ZemVrYkZPqFobtp2zqzB6i6JvP1SNbs+nRXUssT9cwzzzBs2DD69+9Pjx49WLx4MQAPPfQQBxxwAMuWLWPSpElNyyE0/83ZZ5/N0qVL6datGz//+c957rnneOqpp7jtttaTud1zzz1MnTqV+vp6Fi1aRJcuXXjyySf59re/TX19Pe+++y6VlZWtvm758uVcf/31LFu2jIMOOogHH3yw2fpNmzZx55138vzzz/P2229TVVXFffe1vt9k8uTJvPPOOyxZsoSHH34YgNtvv50TTjiBJUuW8Ktf/Yrvf//7CR+zyZMnc+aZZ1JfX8/NN9/cbF287X744YcsWLCAN998k0mTJrFnz56E9xlLqqN0ngKeirJ8PXBexOt5wLxU9iVxLJkJT98ADbsBqJ00i9C39ubwYy/Vt18aZwOlutGqyJR9vYxda1qHe9nXy1Labk1NDTfddBMAo0aNoqamhpNOOomFCxc29UtXVFRQUVHR9DWdOnVi2LBhABx33HGUlZXRsWNHjjvuOFavXt1qH6effjoTJkxg9OjRXHzxxfTt2zfq1MktHXnkkU3TKF955ZVMmTKFn/zkJ03rX3/99YSmWq6oqGD06NGMHDmSkSNHAvDKK6/wpz/9CYCzzz6bzZs3889//jPJo9davO2ef/75lJWVUVZWxmGHHcaGDRvo2ze16a2LbvK0+qH1bH1ha9Pr7ud0p/L5ypS2WVtaCw2Rcw61FaAJbnfSn4DSiCX7qL79kqht35j6a3ZuOqrpdZeeazjlhpuibLMx7COHynagdtKs2DVf/HCypUueO/qXRzfrwwcoOaCEo395dLu3uWXLFl588UXee+89zIx9+/ZhZtx9991xv65jx45NQ7dLSkooKytrer53b+tBBBMnTuT8889n3rx5nH766SxYsCDq1Mktz7JbDg9v+drdE5pqee7cuSxcuJBnn32WX/7yl7z33ntx2zfq0KFD0+f7NjQ0sHv37oS+LpbG4wShzxKOdqySVVRTK7QMe4CtL2ylfmh9u7dZW1obDnuLeHQIB2v77Q/7yO2Whpc3tz/s97fdueko3pj66yhbbhn2NNUclS7UFqXeo3tz7LRjKTuqDAzKjirj2GnHpnTBdtasWVx11VWsWbOG1atXs3btWvr168eiRYs466yzmkaivP/++1H7uBP18ccfc9xxx3HLLbdw8skn8+GHH0adOrmlTz/9lNdeew2AJ598kjPOOKPZ+nhTLTdqaGhg7dq1DBkyhLvuuott27axfft2zjzzTJ544gkgdL2hZ8+eHHTQQc2+try8vKkra/bs2U1dMPGmcU5ku+lUVGf4LcO+reUJaYCkAjRhjWHfcrulrVruD/vmbSPP+Nul5zd0obaI9R7dO+UROZFqamq45ZbmczBdcskl1NTUcN999/GDH/yAAQMGMGDAAE466aR27+eBBx7gpZdeoqSkhEGDBjF8+HBmzJjRaurklo499limTp3K2LFjGThwINdd1/yek3hTLTfat28fV155Jdu2bcPdufHGG+nevXvTRdSKigoOOOAApk+f3mr/1157LSNGjOD444+POz30CSec0PQ1iWw3nYpqeuRaq425rtqr21VH7G061bePbNc2AWonPU3rEI++3Yy0rbpG/fYFRtMjS0v6TNvA20vrbh0PLyfUhaOzepFAKqo+/O7ndE9qeUJKIBSYkSICtN32xdjuvlYtu/RcE7VtaHlzoQuze8PtGx97qX703+CObQp7kQArqsCvfL6yVbinOkqnel81lBitAjTFUTqh0TiNod/4iD5K55QbbooI/dAj1igdMKqfnU+1D4l4nKugLxL52gUr2deen4Wi6sMXKWaffPIJ3bp1o0ePHm3NUCtFzt3ZvHkzX3zxBf369Wu2Tn34IkWgb9++rFu3Ds0kKwCdO3dO+kYsBb5IgejYsWOrszmRZBRVH76IiMSmwBcRCQgFvohIQOTtKB0z2wi0Hmieez2BTbkuIseCfgz0/oP9/iG/j8FR7h71IwPzNvDzlZnVxRryFBRBPwZ6/8F+/1C4x0BdOiIiAaHAFxEJCAV+8qbluoA8EPRjoPcvBXkM1IcvIhIQOsMXEQkIBb6ISEAo8NtgZoea2XNm9lH430OitKk0s9fMbKmZLTGz7+ai1nQys2FmttzMVprZxCjry8zsD+H1b5hZeQ7KzKgEjsEEM/sg/D1/wcxS/MzJ/NLW+49od4mZuZkV3DDFtiRyDMzs8vDPwVIzezLbNSbF3fWI8wD+LzAx/HwicFeUNv2BY8LP+wCfA91zXXsK77kU+Bg4GugEvAsMbNHmeuDh8PNRwB9yXXcOjsEQ4IDw8+uK6Rgk8v7D7boBC4HXgapc152Dn4FjgHeAQ8KvD8t13fEeOsNv2wig8ZOFpwMjWzZw9xXu/lH4+Xrg70DUO90KxDeBle6+yt13AzMIHYdIkcdlFnCOFdck7W0eA3d/yd13hF++DiQ3V21+S+RnAOB/A3cBX2WzuCxJ5BhcC0x1938AuPvfs1xjUhT4bevt7p+Hn/8N6B2vsZl9k9DZwMeZLiyDjgDWRrxeF14WtY277wW2AT2yUl12JHIMIl0DzM9oRdnV5vs3sxOBI919bjYLy6JEfgb6A/3N7K9m9rqZDctade2g+fABM3se+FqUVbdGvnB3N7OY41jN7HDgceBqd29Ib5WSr8zsSqAK+Faua8kWMysB7gPG5LiUXOtAqFunmtBfeAvN7Dh335rLomJR4APuPjTWOjPbYGaHu/vn4UCP+iebmR0EzAVudffXM1RqtnwGHBnxum94WbQ268ysA3AwsDk75WVFIscAMxtK6MTgW+6+K0u1ZUNb778bMBioDffkfQ2YbWYXunuxfDZpIj8D64A33H0P8ImZrSD0H8Bb2SkxOerSadts4Orw86uBZ1o2MLNOwFPAY+4+K4u1ZcpbwDFm1i/83kYROg6RIo/LpcCLHr5qVSTaPAZmdgLw78CF+d532w5x37+7b3P3nu5e7u7lhK5hFFPYQ2K/B08TOrvHzHoS6uJZlcUak6LAb9tk4Fwz+wgYGn6NmVWZ2W/DbS4HzgLGmFl9+FGZk2rTINwnPx5YACwDZrr7UjP7hZldGG72CNDDzFYCEwiNYCoaCR6Du4GuwB/D3/OWYVCwEnz/RS3BY7AA2GxmHwAvAT9197z9S1dTK4iIBITO8EVEAkKBLyISEAp8EZGAUOCLiASEAl9EJCAU+CIiAaHAFxEJiP8EIGDyntVG78AAAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== d 6.5e-05 ==--\n",
"NR diverged here\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== d 6.5e-05 ==--\n",
"NR diverged here\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"CPU times: user 15.9 s, sys: 22.2 s, total: 38.1 s\n",
"Wall time: 11.4 s\n"
]
}
],
"source": [
"%%time \n",
"initial_guess=None\n",
"strains = create_strain_list(np.array((0.1,0.05,0.1)), factor = 1.5, n=21)\n",
"isDD = np.ones((len(conn),1)).ravel()\n",
"isDD = isDD.astype('bool')\n",
"\n",
"sigmas = []\n",
"B, weigths = compute_B_and_weights(coords, conn, areas)\n",
"\n",
"for i, strain in enumerate(strains):\n",
" print(\"--== d \",d,\" ==--\")\n",
" applyBC=applyBC_planestrain(coords, conn, strain, l, size)\n",
" \n",
" \n",
" blocked_DOF, free_DOF, u, F = applyBC(coords, conn)\n",
" if i==0:\n",
" u_nr = u.copy()\n",
" else:\n",
" u_nr[blocked_DOF]=u[blocked_DOF]\n",
" \n",
" try:\n",
" \n",
" u,F= NR(coords,conn, areas, sigma_law, Elaw, u_nr,F, free_DOF)\n",
" u_nr = u.copy()\n",
" except:\n",
" print(\"NR diverged here\")\n",
"\n",
" u_nr = 0*u_nr\n",
" \n",
" \n",
" \n",
" sigma_ny = np.sum(F.reshape(-1,3)[masky],axis=0)/(2*l**2)\n",
" sigma_nx = np.sum(F.reshape(-1,3)[maskx],axis=0)/(2*l**2)\n",
" sigma = np.array([sigma_nx[0], sigma_ny[1], sigma_nx[1]])\n",
"\n",
" sigmas.append(sigma)\n",
" \n",
" plt.figure()\n",
" plt.title(\"Step \"+str(i))\n",
" plt.plot(x, sigma_law(x))\n",
" plt.plot(dataset[:,0], dataset[:,1], 'o', label=\"Dataset\")\n",
" plt.plot(B.dot(u), sigma_law(B.dot(u)),'mo', label=\"Admissible solution\")\n",
" plt.legend()\n",
" plt.show()\n",
" \n",
"sigmas = np.array(sigmas)"
]
},
{
"cell_type": "markdown",
"id": "executed-major",
"metadata": {},
"source": [
"# DD"
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "naughty-indie",
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== Step 0 ==--\n",
"Pure DD\n",
"Succesfull convergence in 1 steps\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== Step 1 ==--\n",
"Pure DD\n",
"Succesfull convergence in 4 steps\n"
]
},
{
"data": {
"image/png": 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5c3VX1rx586q7YGpODx2uPtvNWNFmwSy6PjF1SNbI2BugXNj1QiDUl//F7i84vs3x/Kjvj6qXN8acOXO48847D1k2atQo5syZw4MPPsh1111H9+7d6d69O/369Wv0fh566CEWLlxIs2bN6NGjBxdccAHPPvvsYVMn13Tqqacyffp0xo0bx2mnncbNN998yPpIUy1Xqaio4Oqrr2bnzp24O7fddhvt2rWrHkTt1asXrVu3ZtasWYftf/z48YwcOZLevXtHnB66T58+1a+pz3Yz0vyJkdc3a6GrciTuMveetpIV0vZnYnI7IMLv3mW/U9+9NEqk6ZEztktHJGWVFRMx7Ju1UNhLk1DgiyRatCtzdBmmNBEFvkgiRbvuXmf30oQU+CKJ9OKdkdfr7F6akAJfJJHKt0der7N7aUIKfJFEKSuOvF7X3UsTU+A30BdffMHo0aP59re/Tb9+/RgxYgRr166NOD1xPM2cOZPPPvssarv61FNzFst4qpq2OZL6vpeMEe2m5LruXpqYAr8B3J1LL72UIUOG8NFHH7Fs2TJ+/vOfJ3SOl3iGZFMGfn2mbc66wI94U3KLsE4kPjI+8Pe8+y5bfzuDPe++G/O2Fi5cSG5uLjfddFP1st69ezNw4MBD2u3du5frrruOgoIC+vTpw8KFCwFYuXIlAwYMoLCwkF69evHhhx8C8PTTT1cv/8EPfkBFRQUVFRWMHTuWnj17UlBQwLRp05g7dy4lJSWMGTOGwsLCQ6ZgBli2bBm9e/emd+/eTJ/+z8G/DRs2MHDgQPr27Uvfvn158803gcOnLa6r3aJFixg0aBAXXnghp556KjfddFP1nDlz5syhoKCAnj17HvIp5Kppmzds2ED37t0ZP348PXr0YNiwYZSXl9f6XiZNmlQ9LfMdd9wR879XSonanTMuMXVIdnP3lPzq16+f17Rq1arDlkWye/lyX9270Fd1P81X9y703cuXN+j1NT388MN+++2317ru448/9h49eri7+wMPPODXXXedu7uvXr3aO3Xq5OXl5T5hwgR/+umn3d193759vmfPHl+1apVfdNFFvn//fnd3v/nmm33WrFleUlLi5557bvX2v/76a3d3Hzx4sL/zzju11lBQUOCLFy92d/c77rijup7du3d7eXm5u7uvXbvWq47twoUL/cILL6x+faR2LVu29I8++sgPHjzo5557rv/xj3/0zZs3e6dOnfyrr77yAwcO+NChQ/25555zd/eTTz7Zt2zZ4h9//LHn5OT4u+++6+7uV1xxhT/11FOHvZetW7d6t27dvLKy8pD3G01DfyaS5n9OcP/ZkXV/icQJUOJ15GpGn+HvWfoOvn8/VFbiBw6wZ+k7CdnvkiVLqqdK/u53v8vJJ5/M2rVrOeOMM7j//vuZOnUqGzdupFWrVrz66qssW7aM/v37U1hYyKuvvsr69evp2rUr69ev54c//CF//etfo04otmPHDnbs2MGgQYMAqqccBjhw4ADjx4+noKCAK664glWrVtW6jUjtBgwYQNeuXcnJyeHKK69kyZIlvPPOOwwZMoSOHTvSvHlzxowZw+uvv37Ydrt06VI9f3+/fv1qnRL6qKOOIi8vj+uvv54//elPtG7dOuL7TTuRunNy2ySuDslqGR34rQf0x1q0gJwcLDeX1gP6x7S9Hj16HHJjk4a66qqrmDdvHq1atWLEiBG89tpruDvXXntt9ZTFa9asYfLkybRv354VK1YwZMgQHn30UW644YZG73fatGkcd9xxrFixgpKSkjqnLY7ULtrUy5HUZ5rj5s2bs3TpUi6//HLmz59fff+AjBBtorTvPZSQMkQyO/D79OGkJ5+g4223cdKTT9A6bJbGxjj77LPZt28fM2bMqF5WVlZWfbvBKuFT/q5du5ZPPvmEU089tfrM/bbbbmPkyJGUlZVxzjnnMHfuXL766isgNOf+xo0b2bp1K5WVlYwaNYr77ruvejrkuqYabteuHe3atau+6UnV/gF27tzJCSecQLNmzXjqqaeoqKiodVt1tQNYunQpH3/8MZWVlfzhD3/grLPOYsCAASxevJitW7dSUVHBnDlzGDx4cL2PZ/j+d+3axc6dOxkxYgTTpk1jxYoV9d5Oylv2ZOT1uvZeEiRjp0eu0rpPn5iDvoqZ8dxzz3H77bczdepU8vLy6Ny5Mw899NAh7W655RZuvvlmCgoKaN68OTNnzqRly5YUFxfz1FNPkZuby/HHH89Pf/pTjj76aO677z6GDRtGZWUlubm5TJ8+nVatWnHddddVD47+/Oc/B0L3jb3pppto1aoVb731Fq1atare75NPPsm4ceMwM4YNG3ZIPaNGjWL27NkRpy2uqx1A//79mTBhAuvWrWPo0KFceumlNGvWjClTpjB06FDcnQsvvJCRI0fW+3iGv5cXX3yRkSNHsnfvXty91lsvpi2vrHudunMkgTQ9skS1aNEiHnjgAebPn5/sUg6T8j8T8ydGvtGJpkGWONP0yCLJou4cSSEZ36UjsRsyZAhDhgxJdhnpKVJ3TqujE1eHCGl4hp+qXVCSeCn/sxDtw1YXTE1MHSKBtAr8vLw8tm3blvq/6NLk3J1t27aRl5cXvXGyRJsKWd05kmBp1aWTn5/Ppk2b2LJlS7JLkRSQl5dHfn5+ssuoW8SpkDV3jiReWgV+bm4uXbp0SXYZIrHT3DmSBGnVpSOSNqJ9ulZTIUsSKPBFmkK0yzFFkkCBL9IU9OlaSUEKfJF4i3Y5piZLkyRR4IvEmy7HlBSlwBeJt4iXY4okT1wC38yGm9kaM1tnZpNqWT/WzLaYWWnw1fjJ3UXSmaZTkCSK+Tp8M8sBpgPnAZuAd8xsnrvXvK3SH9x9Qqz7E0lpmk5BUlg8zvAHAOvcfb277weeBeo/KbpIJpl/e+T16r+XJIpH4J8IfBr2fFOwrKZRZlZmZnPNrFNtGzKzG82sxMxKNH2CpCXdu1ZSWKIGbf8CdHb3XsDLwKzaGrn7DHcvcveijh07Jqg0kQTR5ZiSZPEI/M1A+Bl7frCsmrtvc/d9wdPHgH5x2K9IaonWf6/uHEmyeAT+O8ApZtbFzFoAo4F54Q3M7ISwpxcDq+OwX5HUEu36e5Eki/kqHXc/aGYTgJeAHOAJd19pZvcCJe4+D7jNzC4GDgLbgbGx7lck5Wg6ZElxcZke2d1fAF6osezusMc/AX4Sj32JpCVNhywpQJ+0FYmHaP33mg5ZUoACXyQe1H8vaUCBLxIPmj9H0oACX6Spaf4cSREKfJGmpvlzJEUo8EVipQ9cSZpQ4IvEKtqEaSIpQoEvEitNmCZpQoEv0pQ0YZqkEAW+SFNS/72kEAW+SCyiDdiKpBAFvkgsNGAraUSBLxILDdhKGlHgizQVDdhKilHgizSWPnAlaUaBL9JYmiFT0owCX6SxdIcrSTMKfJGmoDtcSQpS4Is0Bd3hSlKQAl+kMfSBK0lDCnyRxtCAraQhBb5IY2jAVtKQAl8k3jRgKylKgS8SbxqwlRSlwBdpKA3YSppS4Is0lAZsJU0p8EUaSgO2kqaaJ7sAkXRUcHI+WFi4u/Pexk0asJWUpsAXaaCqsH9mSgXNgErgqkk5FJycz3sasJUUpi4dkYYoK64O+xxCHTg5wDNTKg494xdJQQp8kYYIBmyrfnGqIl6/SJIO9HMq0hDBgG1l8NSD75W1NhZJLQp8kYZy56pJOVQQCvwKQn346tKRVKdBW5EGem/jJgpOzg+FfBV33hv7fvKKEqkHBb5IfYV9wva9jZuSWIhI46hLR6S+9AlbSXNxOcM3s+HAw4SuUHvM3afUWN8SmA30A7YB/+7uG+Kxb5GEKd9e9weu9AlbSQMxB76Z5QDTgfOATcA7ZjbP3VeFNbse+Nrdv2Nmo4GpwL/Hum+RRIr4gauO5ye7PJGo4tGlMwBY5+7r3X0/8CwwskabkcCs4PFc4BwzXdIgaSbSB670CVtJA/EI/BOBT8OebwqW1drG3Q8CO4Fjam7IzG40sxIzK9myZUscShOJk2DAVh+4knSWUj+v7j7D3Yvcvahjx47JLkfkn4IBW33gStJZPAJ/M9Ap7Hl+sKzWNmbWHDiK0OCtSHoo3173B67co7xYJDXE4yqdd4BTzKwLoWAfDVxVo8084FrgLeBy4DV3/ZZIeqnzA1df7UleUSINEHPgu/tBM5sAvERoHOsJd19pZvcCJe4+D3gceMrM1gHbCf2nIJJ2av3A1WW/S3whIo0Ql+vw3f0F4IUay+4Oe7wXuCIe+xJJuGj3sO31b4mpQyRGKTVoK5KS9AlbyRAKfJFoIt7DViR9KPBFYtHq6GRXIFJvCnyRWFwwNdkViNSbAl8kEg3YSgZR4ItEogFbySAKfJFINGArGUSBL9JYGrCVNKPAF2ksDdhKmlHgi9RFA7aSYRT4InXRgK1kGAW+SF00YCsZRoEv0hgasJU0pMAXaQwN2EoaUuCL1EYDtpKBFPgitdGArWQgBb5IbTRgKxlIgS/SUBqwlTSlwBdpKA3YSppS4IvUNH9i5PUasJU0pcAXqWnZk8muQKRJKPBFavLKutep/17SmAJfpCHUfy9pTIEv0hDqv5c0psAXCRdtwFYkjSnwRcJpwFYymAJfJJwGbCWDKfBF6ksDtpLmFPgiVTRDpmQ4Bb5Ilfm3J7sCkSalwBepsn93hJWWsDJEmooCX6Q+isYluwKRmCnwRSB6//1FDyamDpEmpMAXAd3hSrKCAl8EdIcryQoKfJFo9IEryRAxBb6ZHW1mL5vZh8H39nW0qzCz0uBrXiz7FEk4feBKMkSsZ/iTgFfd/RTg1eB5bcrdvTD4ujjGfYrEl+5wJVki1sAfCcwKHs8CLolxeyKJpwnTJEvEGvjHufvnweMvgOPqaJdnZiVm9raZXVLXxszsxqBdyZYtW2IsTaSeNGGaZInm0RqY2SvA8bWsuiv8ibu7mXkdmznZ3TebWVfgNTN7z90/qtnI3WcAMwCKiorq2pZI4qj/XjJI1MB393PrWmdmX5rZCe7+uZmdAHxVxzY2B9/Xm9kioA9wWOCLJJwmTJMsEmuXzjzg2uDxtcDzNRuYWXszaxk87gCcCayKcb8i8aEJ0ySLxBr4U4DzzOxD4NzgOWZWZGaPBW26AyVmtgJYCExxdwW+pIZIE6bltklcHSIJELVLJxJ33wacU8vyEuCG4PGbQEEs+xFpEtG6c773UELKEEkUfdJWsle0+XPUfy8ZRoEv2Uvz50iWUeCL1EbX30sGUuBLdorWf6/r7yUDKfAlO0W7HFP995KBFPiSnXT/WslCCnyRmnT/WslQCnzJPtGmQ9b9ayVDKfAl+5Q8kewKRJJCgS/ZpawYiDARqy7HlAymwJfsEu3TtbocUzKYAl+yS7RP1+pyTMlgCnzJHtE+bKXuHMlwCnzJHurOkSynwJfsoe4cyXIKfMkO6s4RUeBLllB3jogCX7KEunNEFPiSBdSdIwIo8CUbRJsKWd05kiUU+JLZyoqjTIWMunMkayjwJbNFO7svuj4hZYikAgW+ZK76nN1rKmTJIgp8yVzRLsXUYK1kGQW+ZK5ol2JqsFayjAJfMlO0u1rlttFgrWQdBb5kppLHI6//3kMJKUMklSjwJfPMujjyep3dS5ZS4EtmKSuGjxdHbqOze8lSCnzJLM9PiLy+WQud3UvWUuBL5ph1MVTsi9zmkumJqUUkBSnwJTPMnxi9K6fLYJ3dS1ZT4Ev6KyuOflVOsxZw7bzE1COSohT4kv6izZcD6soRQYEv6W7+xOjz5agrRwRQ4Es6mz9RXTkiDRBT4JvZFWa20swqzawoQrvhZrbGzNaZ2aRY9ikChK7IiRb2oK4ckTCxnuG/D1wGvF5XAzPLAaYDFwCnAVea2Wkx7ley2ayLo1+RA6G57tWVI1KteSwvdvfVAGYWqdkAYJ27rw/aPguMBFbFsm/JQmXF8Jfb4UCUPnsIhb3muhc5REyBX08nAp+GPd8E/EttDc3sRuBGgJNOOqnpK5P00JCgB4W9SB2iBr6ZvQIcX8uqu9z9+XgW4+4zgBkARUVFHs9tS5qqz8BsOIW9SJ2iBr67nxvjPjYDncKe5wfLRGpXVhy6W1W0G5jU1GWwwl4kgkR06bwDnGJmXQgF/WjgqgTsV9JJQ7ttauoyWJdfikQRU+Cb2aXA/wU6AgvMrNTdzzezbwGPufsIdz9oZhOAl4Ac4Al3Xxlz5ZK+Yg33mtSNI1IvsV6l8xzwXC3LPwNGhD1/AXghln1Jimps90s8tGgDFz2kSy9F6ikRXTqJFe+zR0lNOqsXabDMCvyyYvjTD4DKZFciTUVn9SKNllmB/+q9KOwzVKuj4YKpCnqRGGRW4O/clOwKJJ50Ni8SV5kV+Eflw85Po7eT1KUzeZEmk1mBf87d6sNPJwp3kYTKrMCvCg5dpZN4Cm+RlJdZgQ+hwFHoiIgcRne8EhHJEgp8EZEsocAXEckSCnwRkSyhwBcRyRLmnpo3ljKzLcDGGDbRAdgap3LiSXU1jOpqGNXVMJlY18nu3rG2FSkb+LEysxJ3L0p2HTWproZRXQ2juhom2+pSl46ISJZQ4IuIZIlMDvwZyS6gDqqrYVRXw6iuhsmqujK2D19ERA6VyWf4IiISRoEvIpIl0jrwzexoM3vZzD4MvrevpU2hmb1lZivNrMzM/j1sXRcz+18zW2dmfzCzFomqK2j3VzPbYWbzayyfaWYfm1lp8FWYInUl+3hdG7T50MyuDVu+yMzWhB2vY2OoZXiwrXVmNqmW9S2D974uOBadw9b9JFi+xszOb2wN8azLzDqbWXnYsXk0nnXVs7ZBZrbczA6a2eU11tX6b5rkmirCjte8eNXUgNommtmqIK9eNbOTw9bFdrzcPW2/gP8DTAoeTwKm1tKmG3BK8PhbwOdAu+B5MTA6ePwocHOi6grWnQN8D5hfY/lM4PJkHK8odSXteAFHA+uD7+2Dx+2DdYuAojjUkQN8BHQFWgArgNNqtLkFeDR4PBr4Q/D4tKB9S6BLsJ2cOB2fWOrqDLwf75+lBtbWGegFzA7/uY70b5qsmoJ1u5J8vIYCrYPHN4f9W8Z8vNL6DB8YCcwKHs8CLqnZwN3XuvuHwePPgK+AjmZmwNnA3Eivb6q6gnpeBb6J0z7ro9F1pcDxOh942d23u/vXwMvA8Djtv8oAYJ27r3f3/cCzQW111ToXOCc4NiOBZ919n7t/DKwLtpfsuppa1NrcfYO7l3H4reia6t80lpqaWn1qW+jue4KnbwP5weOYj1e6B/5x7v558PgL4LhIjc1sAKH/VT8CjgF2uPvBYPUm4MRk1FWH/wn+pJtmZi1ToK5kH68TgfAbFtfc/5PBn+D/HUPQRdvHIW2CY7GT0LGpz2sbK5a6ALqY2btmttjMBsappobU1hSvbcrt5plZiZm9bWaXxKGecA2t7XrgxUa+9jApf8crM3sFOL6WVXeFP3F3N7M6rzE1sxOAp4Br3b0y1pOfeNVVh58QCr4WhK7HvRO4NwXqarQmrmuMu282s7bA/wOuIfSnuoS6ME9y921m1g/4s5n1cPd/JLuwFHZy8PPUFXjNzN5z948SXYSZXQ0UAYPjtc2UD3x3P7eudWb2pZmd4O6fB4H+VR3tjgQWAHe5+9vB4m1AOzNrHpwR5QObE1lXhG1Xne3uM7MngTtSoK5kH6/NwJCw5/mE+u5x983B92/M7BlCfzY3JvA3A51q7KPme6xqs8nMmgNHETo29XltYzW6Lg91/u4DcPdlZvYRoXGtkgTWFum1Q2q8dlGSawr/eVpvZouAPoR6BeKhXrWZ2bmEToYGu/u+sNcOqfHaRQ3Zebp36cwDqkaqrwWer9nAQleSPAfMdveq/meCX4SFwOWRXt9UdUUShF5Vv/klwPvJrisFjtdLwDAza2+hq3iGAS+ZWXMz6wBgZrnARTT+eL0DnGKhq5FaEBr8rHmVRnitlwOvBcdmHjA6uFqmC3AKsLSRdcStLjPraGY5AMEZ6ymEBvvipT611aXWf9Nk1hTU0jJ43AE4E1gVh5rqXZuZ9QF+C1zs7uEnP7Efr6YajU7EF6E+yleBD4FXgKOD5UXAY8Hjq4EDQGnYV2GwriuhX8p1wB+BlomqK3j+BrAFKCfUH3d+sPw14D1CwfU0cESK1JXs4zUu2Pc64LpgWRtgGVAGrAQeJoarY4ARwFpCZ3R3BcvuJfTLB5AXvPd1wbHoGvbau4LXrQEuiPPPeqPqAkYFx6UUWA58rwl+D6PV1j/4OdpN6K+hlZH+TZNZE/Cvwe/eiuD79Uk4Xq8AX/LPvJoXr+OlqRVERLJEunfpiIhIPSnwRUSyhAJfRCRLKPBFRLKEAl9EJEso8EVEsoQCX0QkS/x/qPfrunAREkEAAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== Step 2 ==--\n",
"Pure DD\n",
"Succesfull convergence in 5 steps\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== Step 3 ==--\n",
"Pure DD\n",
"Succesfull convergence in 6 steps\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== Step 4 ==--\n",
"Pure DD\n",
"Succesfull convergence in 6 steps\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== Step 5 ==--\n",
"Pure DD\n",
"Succesfull convergence in 5 steps\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== Step 6 ==--\n",
"Pure DD\n",
"Succesfull convergence in 5 steps\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== Step 7 ==--\n",
"Pure DD\n",
"Succesfull convergence in 5 steps\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== Step 8 ==--\n",
"Pure DD\n",
"Succesfull convergence in 4 steps\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== Step 9 ==--\n",
"Pure DD\n",
"Succesfull convergence in 4 steps\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== Step 10 ==--\n",
"Pure DD\n",
"Succesfull convergence in 4 steps\n"
]
},
{
"data": {
"image/png": 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vv/8+W7Zs4ZRTTmHs2LHccsstrFhx7OzSH3/8MW+99RYAzzzzDBdccMFR688991z+9re/sXHjRiDU1VT9Ji0VFRV88sknDBo0iClTprBnzx727t1L//79+d3vfgeExhvat2/P8ccff9Rr8/Pzq7qy5s+fX9UFU3166HD12W66Ktj+EgX5Hf/51anavRqKbk5MYZK20vYGKJd3uRwI9eV/vu9zTm19Kt/v/f2q5Y0xZ84c7rnnnqOWXX311cyZM4df/OIXjB49mq5du9K1a1f69OnT6P1MmzaNRYsW0axZM7p168Zll13Gs88+e8zUydWdffbZTJ8+nTFjxnDOOedw++23H7W+rqmWK5WXl3PDDTewZ88e3J3x48fTtm3bqkHUHj160KpVK2bNmnXM/seOHcuwYcPo2bNnndND9+rVq+o19dluOiqYVQBmPDO5nGZABXD9xCwKOuWxesvW0ECtrsqRGEvfe9pKRkjV90TBzO48M7mcrLBl5YRCf/XmT0JTJ6jvXhqhrumR07ZLRyRplc4F/vnLVznSUvXL2Ky5wl6ahAJfJN6CK3MqgqeVf2NXPtdlmNJUFPgi8VR53b0710/MopxQ4Fd25+Cus3tpMmk7aCuSlF4MDfqv3rKVgk55oZCv5M7qPj9OUGGSCRT4IvFUtqvq4eotW49dP1pn99J01KUjEi/BYG2tdN29NDEFfgN9/vnnjBgxgq9//ev06dOHoUOHsmHDhjqnJ46lmTNn8umnn0ZsV596qs9iGUuV0zbXpb4/S9qIdFNyXXcvTUyB3wDuzlVXXUVxcTEffvghy5cv56c//Wlc53iJZUg2ZeDXZ9rmjAv8Om9KbnWsE4mNtA/8/e++y47fzGD/u+9Gva1FixaRk5PDbbfdVrWsZ8+e9O/f/6h2Bw4cYPTo0RQUFNCrVy8WLVoEwJo1a+jXrx+FhYX06NGDDz74AICnn366avl3v/tdysvLKS8vZ9SoUXTv3p2CggKmTp3KvHnzKCkpYeTIkRQWFh41BTPA8uXL6dmzJz179mT69H9e2rd582b69+9P79696d27N2+++SZw7LTFtbVbvHgxAwYM4PLLL+fss8/mtttuq5ozZ86cORQUFNC9e/ejPoVcOW3z5s2b6dq1K2PHjqVbt24MHjyYsrKyGn+WiRMnVk3LfPfdd0f975VUInbnjIlPHZLZ3D0pv/r06ePVrV279phlddm3YoWv61noa7ue4+t6Fvq+FSsa9PrqHn74Yb/rrrtqXPfRRx95t27d3N39oYce8tGjR7u7+7p167xjx45eVlbm48aN86efftrd3Q8ePOj79+/3tWvX+hVXXOGHDh1yd/fbb7/dZ82a5SUlJX7xxRdXbf/vf/+7u7sPHDjQ33nnnRprKCgo8CVLlri7+913311Vz759+7ysrMzd3Tds2OCVx3bRokV++eWXV72+rnYtWrTwDz/80I8cOeIXX3yx/+EPf/Bt27Z5x44d/csvv/TDhw/7oEGD/LnnnnN3906dOvn27dv9o48+8qysLH/33Xfd3f3aa6/1p5566pifZceOHX7WWWd5RUXFUT9vJA19TyTMf5/m/uPja/8SiRGgxGvJ1bQ+w9+/7B380CGoqMAPH2b/snfist+lS5dWTZX8zW9+k06dOrFhwwbOO+88fvKTnzBlyhS2bNlCy5YtefXVV1m+fDl9+/alsLCQV199lU2bNtGlSxc2bdrE9773Pf7yl79EnFBs9+7d7N69mwEDBgBUTTkMcPjwYcaOHUtBQQHXXnsta9eurXEbdbXr168fXbp0ISsri+uuu46lS5fyzjvvUFxcTIcOHcjOzmbkyJG8/vrrx2y3c+fOVfP39+nTp8YpoU844QRyc3O5+eab+eMf/0irVq3q/HlTTl3dOTmt41eHZLS0DvxW/fpizZtDVhaWk0Orfn2j2l63bt2OurFJQ11//fXMnz+fli1bMnToUF577TXcnZtuuqlqyuL169czadIk2rVrx6pVqyguLubRRx/llltuafR+p06dyimnnMKqVasoKSmpddriutpFmnq5LvWZ5jg7O5tly5ZxzTXXsGDBgqr7B6SFBRPqXv+taXEpQyS9A79XL8548gk6jB/PGU8+QauwWRob48ILL+TgwYPMmDGjallpaWnV7QYrhU/5u2HDBj7++GPOPvvsqjP38ePHM2zYMEpLS7nooouYN28eX375JRCac3/Lli3s2LGDiooKrr76ah588MGq6ZBrm2q4bdu2tG3btuqmJ5X7B9izZw+nnXYazZo146mnnqK8vLzGbdXWDmDZsmV89NFHVFRU8Pvf/54LLriAfv36sWTJEnbs2EF5eTlz5sxh4MCB9T6e4fvfu3cve/bsYejQoUydOpVVq1bVeztJb/mTda/XJ2slTtL+g1etevWKOugrmRnPPfccd911F1OmTCE3N5f8/HymTZt2VLs77riD22+/nYKCArKzs5k5cyYtWrRg7ty5PPXUU+Tk5HDqqafyox/9iBNPPJEHH3yQwYMHU1FRQU5ODtOnT6dly5aMHj26anD0pz/9KRC6b+xtt91Gy5Yteeutt2jZsmXVfp988knGjBmDmTF48OCj6rn66quZPXt2ndMW19YOoG/fvowbN46NGzcyaNAgrrrqKpo1a8bkyZMZNGgQ7s7ll1/OsGHD6n08w3+WF198kWHDhnHgwAHcvcZbL6Ysr6h9nbpzJI40PbJEtHjxYh566CEWLFiQ6FKOkfTviQUToOTYu4pV0TTIEmOaHlkkUdSdI0kk7bt0JHrFxcUUFxcnuozUVFd3TssT41eHCCl4hp+sXVASf0n/Xoj0YavLpsSnDpFASgV+bm4uO3fuTP5fdGly7s7OnTvJzc2N3DhRXryn7vXqzpE4S6kunby8PLZu3cr27dsTXYokgdzcXPLy8hJdRu3CpkI+lubOkfhLqcDPycmhc+fOiS5DJHqaO0cSIKW6dERSRqRP12oqZEkABb5IU4h0OaZIAijwRZqCPl0rSUiBLxJrkS7H1GRpkiAKfJFY0+WYkqQU+CKxVuflmCKJE5PAN7MhZrbezDaa2cQa1o8ys+1mtjL4avzk7iKpTNMpSAJFfR2+mWUB04FLgK3AO2Y2392r31bp9+4+Ltr9iSQ1TacgSSwWZ/j9gI3uvsndDwHPAvWfFF0knSy4q+716r+XBIpF4J8OfBL2fGuwrLqrzazUzOaZWceaNmRmt5pZiZmVaPoESUm6d60ksXgN2v4ZyHf3HsDLwKyaGrn7DHcvcveiDh06xKk0kTjR5ZiSYLEI/G1A+Bl7XrCsirvvdPeDwdPHgD4x2K9IconUf6/uHEmwWAT+O8CZZtbZzJoDI4D54Q3M7LSwp1cC62KwX5HkEun6e5EEi/oqHXc/YmbjgJeALOAJd19jZg8AJe4+HxhvZlcCR4BdwKho9yuSdDQdsiS5mEyP7O4vAC9UW3Zf2OMfAj+Mxb5EUpKmQ5YkoE/aisRCpP57TYcsSUCBLxIL6r+XFKDAF4kFzZ8jKUCBL9LUNH+OJAkFvkhT0/w5kiQU+CLR0geuJEUo8EWiFWnCNJEkocAXiZYmTJMUocAXaUqaME2SiAJfpCmp/16SiAJfJBqRBmxFkogCXyQaGrCVFKLAF4mGBmwlhSjwRZqKBmwlySjwRRpLH7iSFKPAF2kszZApKUaBL9JYusOVpBgFvkhT0B2uJAkp8EWagu5wJUlIgS/SGPrAlaQgBb5IY2jAVlKQAl+kMTRgKylIgS8SaxqwlSSlwBeJNQ3YSpJS4Is0lAZsJUUp8EUaSgO2kqIU+CINpQFbSVEKfJFY0oCtJDEFvkgsacBWkpgCX6QhNGArKUyBL9IQGrCVFKbAF2kIDdhKClPgi8SKBmwlySnwRWJFA7aS5BT4IvWlAVtJcQp8kfrSgK2kuOxYbMTMhgAPA1nAY+4+udr6FsBsoA+wE/h3d98ci32LxE3ZLgo65YGFDc66s3rLVjRgK6kg6sA3syxgOnAJsBV4x8zmu/vasGY3A39392+Y2QhgCvDv0e5bJJ4qw/6ZyeU0AyqA6ydmUdApj9UdLk10eSIRxaJLpx+w0d03ufsh4FlgWLU2w4BZweN5wEVmplMiSS1B2GcROp/PAp6ZXB4649eAraSAWAT+6cAnYc+3BstqbOPuR4A9wEnVN2Rmt5pZiZmVbN++PQalicRIMGBb+QtTebaiQTBJJUn1fnX3Ge5e5O5FHTp0SHQ5Iv8UDNhWBE89+F5RY2OR5BSLwN8GdAx7nhcsq7GNmWUDJxAavBVJDWW7wJ3rJ2ZRTijwywn14eMe4cUiySEWV+m8A5xpZp0JBfsI4PpqbeYDNwFvAdcAr7nrt0RSy+otWynolBcK+UrurP5yf+KKEmmAqAPf3Y+Y2TjgJULjWE+4+xozewAocff5wOPAU2a2EdhF6D8FkZQTugSzmm//Nv6FiDRCTK7Dd/cXgBeqLbsv7PEB4NpY7Esk7iJ9wrbHv8WnDpEoJdWgrUhS0idsJU0o8EUiqXNKZJHUocAXiUbLExNdgUi9KfBFonHZlERXIFJvCnyRumjAVtKIAl+kLhqwlTSiwBepiwZsJY0o8EUaSwO2kmIU+CKNpQFbSTEKfJHaaMBW0owCX6Q2GrCVNKPAF6mNBmwlzSjwRRpDA7aSghT4Io2hAVtJQQp8kZpowFbSkAJfpCYasJU0pMAXqYkGbCUNKfBFGkoDtpKiFPgiDaUBW0lRCnyR6hZMqHu9BmwlRSnwRapb/mSiKxBpEgp8keq8ovZ16r+XFKbAF2kI9d9LClPgizSE+u8lhSnwRcJFGrAVSWEKfJFwGrCVNKbAFwmnAVtJYwp8kfrSgK2kOAW+SCXNkClpToEvUmnBXYmuQKRJKfBFKh3aV8dKi1sZIk1FgS9SH0VjEl2BSNQU+CIQuf/+il/Epw6RJqTAFwHd4UoyggJfBHSHK8kICnyRSPSBK0kTUQW+mZ1oZi+b2QfB93a1tCs3s5XB1/xo9ikSd/rAlaSJaM/wJwKvuvuZwKvB85qUuXth8HVllPsUiS3d4UoyRLSBPwyYFTyeBQyPcnsi8acJ0yRDRBv4p7j7Z8Hjz4FTammXa2YlZva2mQ2vbWNmdmvQrmT79u1RliZST5owTTJEdqQGZvYKcGoNq+4Nf+LubmZey2Y6ufs2M+sCvGZmq939w+qN3H0GMAOgqKiotm2JxI/67yWNRAx8d7+4tnVm9oWZnebun5nZacCXtWxjW/B9k5ktBnoBxwS+SNxpwjTJINF26cwHbgoe3wQ8X72BmbUzsxbB4/bA+cDaKPcrEhuaME0ySLSBPxm4xMw+AC4OnmNmRWb2WNCmK1BiZquARcBkd1fgS3Koa8K0nNbxq0MkDiJ26dTF3XcCF9WwvAS4JXj8JlAQzX5EmkSk7pxvTYtLGSLxok/aSuaKNH+O+u8lzSjwJXNp/hzJMAp8kZro+ntJQwp8yUyR+u91/b2kIQW+ZKZIl2Oq/17SkAJfMpPuXysZSIEvUp3uXytpSoEvmSfSdMi6f62kKQW+ZJ6SJxJdgUhCKPAls5TOBeqYiFWXY0oaU+BLZon06VpdjilpTIEvmSXSp2t1OaakMQW+ZI5IH7ZSd46kOQW+ZA5150iGU+BL5lB3jmQ4Bb5kBnXniCjwJUOoO0dEgS8ZQt05Igp8yQDqzhEBFPiSCSJNhazuHMkQCnxJb6VzI0yFjLpzJGMo8CW9RTq7L7o5LmWIJAMFvqSv+pzdaypkySAKfElfkS7F1GCtZBgFvqSvSJdiarBWMowCX9JTpLta5bTWYK1kHAW+pKeSx+te/61pcSlDJJko8CX9zLqy7vU6u5cMpcCX9FI6Fz5aUncbnd1LhlLgS3p5flzd65s119m9ZCwFvqSPWVdC+cG62wyfHp9aRJKQAl/Sw4IJkbtyOg/U2b1kNAW+pL7SuZGvymnWHG6aH596RJKUAl9SX6T5ckBdOSIo8CXVLZgQeb4cdeWIAAp8SWULJqgrR6QBogp8M7vWzNaYWYWZFdXRboiZrTezjWY2MZp9igChK3IihT2oK0ckTLRn+O8B3wZer62BmWUB04HLgHOA68zsnCj3K5ls1pWRr8iB0Fz36soRqZIdzYvdfR2AmdXVrB+w0d03BW2fBYYBa6PZt2Sg0rnw57vgcIQ+ewiFvea6FzlKVIFfT6cDn4Q93wr8S00NzexW4FaAM844o+krk9TQkKAHhb1ILSIGvpm9Apxaw6p73f35WBbj7jOAGQBFRUUey21LiqrPwGw4hb1IrSIGvrtfHOU+tgEdw57nBctEalY6N3S3qkg3MKmu80CFvUgd4tGl8w5wppl1JhT0I4Dr47BfSSUN7baprvNAXX4pEkFUgW9mVwH/A3QAFprZSne/1My+Bjzm7kPd/YiZjQNeArKAJ9x9TdSVS+qKNtyrUzeOSL1Ee5XOc8BzNSz/FBga9vwF4IVo9iVJqrHdL7HQvDVcMU2XXorUUzy6dOIr1mePkpx0Vi/SYOkV+KVz4Y/fBSoSXYk0FZ3VizRaegX+qw+gsE9TLU+Ey6Yo6EWikF6Bv2droiuQWNLZvEhMpVfgn5AHez6J3E6Sl87kRZpMegX+RfepDz+VKNxF4iq9Ar8yOHSVTvwpvEWSXnoFPoQCR6EjInIM3fFKRCRDKPBFRDKEAl9EJEMo8EVEMoQCX0QkQ5h7ct5Yysy2A1ui2ER7YEeMyokl1dUwqqthVFfDpGNdndy9Q00rkjbwo2VmJe5elOg6qlNdDaO6GkZ1NUym1aUuHRGRDKHAFxHJEOkc+DMSXUAtVFfDqK6GUV0Nk1F1pW0fvoiIHC2dz/BFRCSMAl9EJEOkdOCb2Ylm9rKZfRB8b1dDm0Ize8vM1phZqZn9e9i6zmb2v2a20cx+b2bN41VX0O4vZrbbzBZUWz7TzD4ys5XBV2GS1JXo43VT0OYDM7spbPliM1sfdrxOjqKWIcG2NprZxBrWtwh+9o3BscgPW/fDYPl6M7u0sTXEsi4zyzezsrBj82gs66pnbQPMbIWZHTGza6qtq/HfNME1lYcdr/mxqqkBtU0ws7VBXr1qZp3C1kV3vNw9Zb+A/wtMDB5PBKbU0OYs4Mzg8deAz4C2wfO5wIjg8aPA7fGqK1h3EfAtYEG15TOBaxJxvCLUlbDjBZwIbAq+twsetwvWLQaKYlBHFvAh0AVoDqwCzqnW5g7g0eDxCOD3weNzgvYtgM7BdrJidHyiqSsfeC/W76UG1pYP9ABmh7+v6/o3TVRNwbq9CT5eg4BWwePbw/4toz5eKX2GDwwDZgWPZwHDqzdw9w3u/kHw+FPgS6CDmRlwITCvrtc3VV1BPa8CX8Von/XR6LqS4HhdCrzs7rvc/e/Ay8CQGO2/Uj9go7tvcvdDwLNBbbXVOg+4KDg2w4Bn3f2gu38EbAy2l+i6mlrE2tx9s7uXcuyt6Jrq3zSamppafWpb5O77g6dvA3nB46iPV6oH/inu/lnw+HPglLoam1k/Qv+rfgicBOx29yPB6q3A6Ymoqxb/HfxJN9XMWiRBXYk+XqcD4Tcsrr7/J4M/wf9PFEEXaR9HtQmOxR5Cx6Y+r22saOoC6Gxm75rZEjPrH6OaGlJbU7y2Kbeba2YlZva2mQ2PQT3hGlrbzcCLjXztMZL+jldm9gpwag2r7g1/4u5uZrVeY2pmpwFPATe5e0W0Jz+xqqsWPyQUfM0JXY97D/BAEtTVaE1c10h332ZmbYD/B9xI6E91CXVhnuHuO82sD/AnM+vm7v9IdGFJrFPwfuoCvGZmq939w3gXYWY3AEXAwFhtM+kD390vrm2dmX1hZqe5+2dBoH9ZS7vjgYXAve7+drB4J9DWzLKDM6I8YFs866pj25VnuwfN7Eng7iSoK9HHaxtQHPY8j1DfPe6+Lfj+lZk9Q+jP5sYE/jagY7V9VP8ZK9tsNbNs4ARCx6Y+r22sRtfloc7fgwDuvtzMPiQ0rlUSx9rqem1xtdcuTnBN4e+nTWa2GOhFqFcgFupVm5ldTOhkaKC7Hwx7bXG11y5uyM5TvUtnPlA5Un0T8Hz1Bha6kuQ5YLa7V/Y/E/wiLAKuqev1TVVXXYLQq+w3Hw68l+i6kuB4vQQMNrN2FrqKZzDwkpllm1l7ADPLAa6g8cfrHeBMC12N1JzQ4Gf1qzTCa70GeC04NvOBEcHVMp2BM4FljawjZnWZWQczywIIzljPJDTYFyv1qa02Nf6bJrKmoJYWweP2wPnA2hjUVO/azKwX8BvgSncPP/mJ/ng11Wh0PL4I9VG+CnwAvAKcGCwvAh4LHt8AHAZWhn0VBuu6EPql3Aj8AWgRr7qC528A24EyQv1xlwbLXwNWEwqup4HjkqSuRB+vMcG+NwKjg2WtgeVAKbAGeJgoro4BhgIbCJ3R3Rsse4DQLx9AbvCzbwyORZew194bvG49cFmM3+uNqgu4OjguK4EVwLea4PcwUm19g/fRPkJ/Da2p6980kTUB/xr87q0Kvt+cgOP1CvAF/8yr+bE6XppaQUQkQ6R6l46IiNSTAl9EJEMo8EVEMoQCX0QkQyjwRUQyhAJfRCRDKPBFRDLE/wfU8RTgLxJJ4AAAAABJRU5ErkJggg==\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== Step 11 ==--\n",
"Pure DD\n",
"Succesfull convergence in 3 steps\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== Step 12 ==--\n",
"Pure DD\n",
"Succesfull convergence in 4 steps\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== Step 13 ==--\n",
"Pure DD\n",
"Succesfull convergence in 3 steps\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== Step 14 ==--\n",
"Pure DD\n",
"Succesfull convergence in 3 steps\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== Step 15 ==--\n",
"Pure DD\n",
"Succesfull convergence in 2 steps\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== Step 16 ==--\n",
"Pure DD\n",
"Succesfull convergence in 2 steps\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== Step 17 ==--\n",
"Pure DD\n",
"Succesfull convergence in 2 steps\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== Step 18 ==--\n",
"Pure DD\n",
"Succesfull convergence in 2 steps\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== Step 19 ==--\n",
"Pure DD\n",
"Succesfull convergence in 2 steps\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== Step 20 ==--\n",
"Pure DD\n",
"Succesfull convergence in 2 steps\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"CPU times: user 15.5 s, sys: 18.8 s, total: 34.3 s\n",
"Wall time: 12.5 s\n"
]
}
],
"source": [
"%%time \n",
"initial_guess=None\n",
"strains = create_strain_list(np.array((0.1,0.0,0.0)), factor = 1, n=21)\n",
"isDD = np.ones((len(conn),1)).ravel()\n",
"isDD = isDD.astype('bool')\n",
"\n",
"sigmas = []\n",
"\n",
"\n",
"for i, strain in enumerate(strains):\n",
" print(\"--== Step \",i,\" ==--\")\n",
" applyBC=applyBC_planestrain(coords, conn, strain, l, size)\n",
" \n",
" print(\"Pure DD\")\n",
" \n",
" u, F, comp, guess, eta = solve_DD(coords, conn, areas, E, isDD, orderDP, applyBC, initial_guess=None)\n",
" initial_guess=guess\n",
" \n",
" sigma_ny = np.sum(F.reshape(-1,3)[masky],axis=0)/(2*l**2)\n",
" sigma_nx = np.sum(F.reshape(-1,3)[maskx],axis=0)/(2*l**2)\n",
" sigma = np.array([sigma_nx[0], sigma_ny[1], sigma_nx[1]])\n",
"\n",
" sigmas.append(sigma)\n",
" \n",
" plt.figure()\n",
" plt.title(\"Step \"+str(i))\n",
" plt.plot(x, sigma_law(x))\n",
" plt.plot(dataset[:,0], dataset[:,1], 'o', label=\"Dataset\")\n",
" plt.plot(comp[:,0], comp[:,1],'o', label=\"Admissible solution\")\n",
" plt.plot(guess[:,0], guess[:,1],'.', label=\"Closest datapoints\")\n",
" plt.legend()\n",
" plt.show()\n",
" \n",
"sigmas = np.array(sigmas)\n",
"\n",
"total_results = np.vstack([strains,sigmas]).T"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "empirical-arlington",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 216x216 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(3,3))\n",
"plt.title(\"Pure traction\")\n",
"plt.plot(strains[:,0],sigmas[:,0]*1e-6, 'm.-', label='$\\sigma_{xx}$')\n",
"plt.plot(strains[:,0],sigmas[:,1]*1e-6, 'c.-', label='$\\sigma_{yy}$')\n",
"plt.plot(strains[:,0],sigmas[:,2]*1e-6, 'g.-', label='$\\sigma_{xy}$')\n",
"\n",
"plt.xlabel('$\\epsilon_{xx}$')\n",
"plt.ylabel('$\\sigma$ [MPa]')\n",
"plt.xticks(np.linspace(0,0.1,6))\n",
"plt.tight_layout()\n",
"plt.legend()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "quality-registrar",
"metadata": {},
"source": [
"### Load points "
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "interesting-romania",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Processed 4940 lines.\n"
]
}
],
"source": [
"import csv \n",
"\n",
"points = []\n",
"with open('strainpath.csv') as csv_file:\n",
" csv_reader = csv.reader(csv_file, delimiter=',')\n",
" line_count = 0\n",
" for row in csv_reader:\n",
"\n",
" point = [float(a) for a in row[:3]]\n",
" line_count += 1\n",
" \n",
" points.append(point)\n",
" \n",
" print(f'Processed {line_count} lines.')\n",
" \n",
"points = np.array(points)\n",
"\n",
"all_paths = list(map(lambda x: create_strain_list(x, factor = 1.5, n=30)[1:], points))\n",
"all_paths = np.vstack(all_paths)"
]
},
{
"cell_type": "markdown",
"id": "brazilian-coffee",
"metadata": {},
"source": [
"### Run all strain paths and collect stresses"
]
},
{
"cell_type": "code",
"execution_count": 27,
"id": "southeast-frontier",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== epsi [-0.00132142 0.00224006 -0.00232984] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00264284 0.00448012 -0.00465968] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00396426 0.00672018 -0.00698952] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00528568 0.00896024 -0.00931936] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00660711 0.0112003 -0.0116492 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00792853 0.01344036 -0.01397904] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00924995 0.01568042 -0.01630888] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01057137 0.01792048 -0.01863872] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01189279 0.02016054 -0.02096856] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01321421 0.0224006 -0.0232984 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01453563 0.02464066 -0.02562824] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01585705 0.02688072 -0.02795808] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01717848 0.02912078 -0.03028792] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0184999 0.03136084 -0.03261776] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01982132 0.0336009 -0.0349476 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02114274 0.03584095 -0.03727744] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02246416 0.03808101 -0.03960728] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02378558 0.04032107 -0.04193711] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.025107 0.04256113 -0.04426695] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02642842 0.04480119 -0.04659679] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02774985 0.04704125 -0.04892663] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02907127 0.04928131 -0.05125647] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03039269 0.05152137 -0.05358631] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03171411 0.05376143 -0.05591615] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03303553 0.05600149 -0.05824599] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03435695 0.05824155 -0.06057583] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03567837 0.06048161 -0.06290567] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03699979 0.06272167 -0.06523551] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03832121 0.06496173 -0.06756535] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00025518 0.00065119 -0.00171274] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00051035 0.00130238 -0.00342548] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00076553 0.00195357 -0.00513822] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0010207 0.00260476 -0.00685096] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00127588 0.00325596 -0.00856369] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00153105 0.00390715 -0.01027643] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00178623 0.00455834 -0.01198917] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0020414 0.00520953 -0.01370191] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00229658 0.00586072 -0.01541465] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00255175 0.00651191 -0.01712739] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00280693 0.0071631 -0.01884013] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0030621 0.00781429 -0.02055287] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00331728 0.00846549 -0.0222656 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00357245 0.00911668 -0.02397834] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00382763 0.00976787 -0.02569108] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00408281 0.01041906 -0.02740382] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00433798 0.01107025 -0.02911656] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00459316 0.01172144 -0.0308293 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00484833 0.01237263 -0.03254204] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00510351 0.01302382 -0.03425478] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00535868 0.01367502 -0.03596751] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00561386 0.01432621 -0.03768025] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00586903 0.0149774 -0.03939299] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00612421 0.01562859 -0.04110573] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00637938 0.01627978 -0.04281847] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00663456 0.01693097 -0.04453121] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00688973 0.01758216 -0.04624395] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00714491 0.01823335 -0.04795669] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00740009 0.01888455 -0.04966943] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.37228730e-05 9.80846085e-04 -2.42795775e-03] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-8.74457459e-05 1.96169217e-03 -4.85591550e-03] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00013117 0.00294254 -0.00728387] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00017489 0.00392338 -0.00971183] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00021861 0.00490423 -0.01213979] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00026234 0.00588508 -0.01456775] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00030606 0.00686592 -0.0169957 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00034978 0.00784677 -0.01942366] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00039351 0.00882761 -0.02185162] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00043723 0.00980846 -0.02427958] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00048095 0.01078931 -0.02670754] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00052467 0.01177015 -0.02913549] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0005684 0.012751 -0.03156345] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00061212 0.01373185 -0.03399141] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00065584 0.01471269 -0.03641937] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00069957 0.01569354 -0.03884732] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00074329 0.01667438 -0.04127528] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00078701 0.01765523 -0.04370324] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00083073 0.01863608 -0.0461312 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00087446 0.01961692 -0.04855915] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00091818 0.02059777 -0.05098711] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0009619 0.02157861 -0.05341507] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00100563 0.02255946 -0.05584303] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00104935 0.02354031 -0.05827099] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00109307 0.02452115 -0.06069894] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00113679 0.025502 -0.0631269 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00118052 0.02648284 -0.06555486] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00122424 0.02746369 -0.06798282] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00126796 0.02844454 -0.07041077] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00041894 0.00024291 -0.00038646] ==--\n",
"Succesfull convergence in 1 steps\n",
"--== epsi [-0.00083789 0.00048582 -0.00077293] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00125683 0.00072873 -0.00115939] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00167577 0.00097165 -0.00154585] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00209472 0.00121456 -0.00193231] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00251366 0.00145747 -0.00231878] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0029326 0.00170038 -0.00270524] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00335155 0.00194329 -0.0030917 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00377049 0.0021862 -0.00347817] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00418943 0.00242912 -0.00386463] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00460838 0.00267203 -0.00425109] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00502732 0.00291494 -0.00463755] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00544626 0.00315785 -0.00502402] ==--\n",
"\n",
"\n",
" ==== Counter 100 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00586521 0.00340076 -0.00541048] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00628415 0.00364367 -0.00579694] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00670309 0.00388659 -0.00618341] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00712204 0.0041295 -0.00656987] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00754098 0.00437241 -0.00695633] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00795993 0.00461532 -0.00734279] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00837887 0.00485823 -0.00772926] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00879781 0.00510114 -0.00811572] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00921676 0.00534406 -0.00850218] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0096357 0.00558697 -0.00888865] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01005464 0.00582988 -0.00927511] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01047359 0.00607279 -0.00966157] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01089253 0.0063157 -0.01004803] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01131147 0.00655861 -0.0104345 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01173042 0.00680153 -0.01082096] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01214936 0.00704444 -0.01120742] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00030772 0.00196488 0.00076369] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00061543 0.00392975 0.00152738] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00092315 0.00589463 0.00229106] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00123086 0.00785951 0.00305475] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00153858 0.00982439 0.00381844] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00184629 0.01178926 0.00458213] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00215401 0.01375414 0.00534581] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00246172 0.01571902 0.0061095 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00276944 0.0176839 0.00687319] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00307716 0.01964877 0.00763688] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00338487 0.02161365 0.00840057] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00369259 0.02357853 0.00916425] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0040003 0.02554341 0.00992794] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00430802 0.02750828 0.01069163] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00461573 0.02947316 0.01145532] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00492345 0.03143804 0.012219 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00523116 0.03340292 0.01298269] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00553888 0.03536779 0.01374638] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0058466 0.03733267 0.01451007] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00615431 0.03929755 0.01527376] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00646203 0.04126243 0.01603744] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00676974 0.0432273 0.01680113] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00707746 0.04519218 0.01756482] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00738517 0.04715706 0.01832851] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00769289 0.04912194 0.01909219] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0080006 0.05108681 0.01985588] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00830832 0.05305169 0.02061957] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00861604 0.05501657 0.02138326] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00892375 0.05698144 0.02214695] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0010744 0.00187233 -0.00203062] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00214881 0.00374467 -0.00406124] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00322321 0.005617 -0.00609186] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00429762 0.00748933 -0.00812248] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00537202 0.00936167 -0.01015311] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00644642 0.011234 -0.01218373] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00752083 0.01310633 -0.01421435] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00859523 0.01497867 -0.01624497] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00966964 0.016851 -0.01827559] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01074404 0.01872333 -0.02030621] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01181844 0.02059567 -0.02233683] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01289285 0.022468 -0.02436745] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01396725 0.02434033 -0.02639808] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01504166 0.02621267 -0.0284287 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01611606 0.028085 -0.03045932] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01719046 0.02995733 -0.03248994] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01826487 0.03182967 -0.03452056] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01933927 0.033702 -0.03655118] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02041367 0.03557433 -0.0385818 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02148808 0.03744667 -0.04061242] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02256248 0.039319 -0.04264305] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02363689 0.04119133 -0.04467367] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02471129 0.04306367 -0.04670429] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02578569 0.044936 -0.04873491] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0268601 0.04680834 -0.05076553] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0279345 0.04868067 -0.05279615] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02900891 0.050553 -0.05482677] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03008331 0.05242534 -0.05685739] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03115771 0.05429767 -0.05888802] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00057748 0.0019853 0.00053912] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00115497 0.00397061 0.00107825] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00173245 0.00595591 0.00161737] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00230993 0.00794122 0.00215649] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00288741 0.00992652 0.00269561] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0034649 0.01191182 0.00323474] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00404238 0.01389713 0.00377386] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00461986 0.01588243 0.00431298] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00519734 0.01786773 0.0048521 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00577483 0.01985304 0.00539123] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00635231 0.02183834 0.00593035] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00692979 0.02382365 0.00646947] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00750727 0.02580895 0.0070086 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00808476 0.02779425 0.00754772] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00866224 0.02977956 0.00808684] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00923972 0.03176486 0.00862596] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0098172 0.03375016 0.00916509] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01039469 0.03573547 0.00970421] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01097217 0.03772077 0.01024333] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01154965 0.03970608 0.01078246] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01212714 0.04169138 0.01132158] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01270462 0.04367668 0.0118607 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0132821 0.04566199 0.01239982] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01385958 0.04764729 0.01293895] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01443707 0.04963259 0.01347807] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01501455 0.0516179 0.01401719] ==--\n",
"\n",
"\n",
" ==== Counter 200 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01559203 0.0536032 0.01455631] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01616951 0.05558851 0.01509544] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.016747 0.05757381 0.01563456] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00089482 0.00185778 -0.00249265] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00178963 0.00371556 -0.0049853 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00268445 0.00557333 -0.00747795] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00357926 0.00743111 -0.0099706 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00447408 0.00928889 -0.01246325] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0053689 0.01114667 -0.0149559 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00626371 0.01300445 -0.01744855] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00715853 0.01486223 -0.0199412 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00805334 0.01672 -0.02243385] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00894816 0.01857778 -0.0249265 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00984297 0.02043556 -0.02741915] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01073779 0.02229334 -0.0299118 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01163261 0.02415112 -0.03240445] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01252742 0.0260089 -0.0348971 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01342224 0.02786667 -0.03738975] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01431705 0.02972445 -0.0398824 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01521187 0.03158223 -0.04237505] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01610669 0.03344001 -0.0448677 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0170015 0.03529779 -0.04736036] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01789632 0.03715557 -0.04985301] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01879113 0.03901334 -0.05234566] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01968595 0.04087112 -0.05483831] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02058077 0.0427289 -0.05733096] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02147558 0.04458668 -0.05982361] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0223704 0.04644446 -0.06231626] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02326521 0.04830224 -0.06480891] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02416003 0.05016001 -0.06730156] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02505485 0.05201779 -0.06979421] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02594966 0.05387557 -0.07228686] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 4.16763781e-04 2.48474466e-05 -2.29700028e-03] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [ 8.33527562e-04 4.96948932e-05 -4.59400057e-03] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [ 1.25029134e-03 7.45423399e-05 -6.89100085e-03] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [ 1.66705512e-03 9.93897865e-05 -9.18800114e-03] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00208382 0.00012424 -0.011485 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00250058 0.00014908 -0.013782 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00291735 0.00017393 -0.016079 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00333411 0.00019878 -0.018376 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00375087 0.00022363 -0.020673 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00416764 0.00024847 -0.02297 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.0045844 0.00027332 -0.025267 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00500117 0.00029817 -0.027564 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00541793 0.00032302 -0.029861 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00583469 0.00034786 -0.032158 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00625146 0.00037271 -0.034455 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00666822 0.00039756 -0.036752 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00708498 0.00042241 -0.039049 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00750175 0.00044725 -0.04134601] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00791851 0.0004721 -0.04364301] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00833528 0.00049695 -0.04594001] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00875204 0.0005218 -0.04823701] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.0091688 0.00054664 -0.05053401] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00958557 0.00057149 -0.05283101] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.01000233 0.00059634 -0.05512801] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.01041909 0.00062119 -0.05742501] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.01083586 0.00064603 -0.05972201] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.01125262 0.00067088 -0.06201901] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.01166939 0.00069573 -0.06431601] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [ 0.01208615 0.00072058 -0.06661301] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00111503 0.00192558 -0.00057341] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00223005 0.00385116 -0.00114682] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00334508 0.00577674 -0.00172023] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0044601 0.00770232 -0.00229364] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00557513 0.0096279 -0.00286705] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00669015 0.01155348 -0.00344046] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00780518 0.01347905 -0.00401387] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0089202 0.01540463 -0.00458728] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01003523 0.01733021 -0.00516069] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01115025 0.01925579 -0.0057341 ] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01226528 0.02118137 -0.00630751] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0133803 0.02310695 -0.00688091] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01449533 0.02503253 -0.00745432] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01561035 0.02695811 -0.00802773] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01672538 0.02888369 -0.00860114] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0178404 0.03080927 -0.00917455] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01895543 0.03273485 -0.00974796] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02007046 0.03466043 -0.01032137] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02118548 0.03658601 -0.01089478] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02230051 0.03851158 -0.01146819] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02341553 0.04043716 -0.0120416 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02453056 0.04236274 -0.01261501] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02564558 0.04428832 -0.01318842] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02676061 0.0462139 -0.01376183] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02787563 0.04813948 -0.01433524] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02899066 0.05006506 -0.01490865] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03010568 0.05199064 -0.01548206] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03122071 0.05391622 -0.01605547] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03233573 0.0558418 -0.01662888] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00035853 0.00031153 -0.00100766] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00071705 0.00062306 -0.00201533] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00107558 0.00093459 -0.00302299] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0014341 0.00124612 -0.00403065] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00179263 0.00155765 -0.00503832] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00215116 0.00186918 -0.00604598] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00250968 0.00218071 -0.00705364] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00286821 0.00249224 -0.00806131] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00322674 0.00280377 -0.00906897] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00358526 0.0031153 -0.01007663] ==--\n",
"\n",
"\n",
" ==== Counter 300 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00394379 0.00342683 -0.0110843 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00430231 0.00373836 -0.01209196] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00466084 0.00404989 -0.01309962] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00501937 0.00436142 -0.01410729] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00537789 0.00467295 -0.01511495] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00573642 0.00498448 -0.01612261] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00609495 0.00529601 -0.01713028] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00645347 0.00560754 -0.01813794] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.006812 0.00591907 -0.0191456 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00717052 0.0062306 -0.02015327] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00752905 0.00654213 -0.02116093] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00788758 0.00685366 -0.02216859] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0082461 0.00716519 -0.02317626] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00860463 0.00747672 -0.02418392] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00896316 0.00778826 -0.02519158] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00932168 0.00809979 -0.02619925] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00968021 0.00841132 -0.02720691] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01003873 0.00872285 -0.02821457] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01039726 0.00903438 -0.02922224] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00073671 0.00138651 0.00013758] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00147342 0.00277303 0.00027516] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00221012 0.00415954 0.00041274] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00294683 0.00554605 0.00055032] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00368354 0.00693257 0.0006879 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00442025 0.00831908 0.00082548] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00515696 0.00970559 0.00096307] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00589367 0.01109211 0.00110065] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00663037 0.01247862 0.00123823] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00736708 0.01386513 0.00137581] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00810379 0.01525164 0.00151339] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0088405 0.01663816 0.00165097] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00957721 0.01802467 0.00178855] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01031391 0.01941118 0.00192613] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01105062 0.0207977 0.00206371] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01178733 0.02218421 0.00220129] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01252404 0.02357072 0.00233887] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01326075 0.02495724 0.00247645] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01399746 0.02634375 0.00261404] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01473416 0.02773026 0.00275162] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01547087 0.02911678 0.0028892 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01620758 0.03050329 0.00302678] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01694429 0.0318898 0.00316436] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.017681 0.03327632 0.00330194] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0184177 0.03466283 0.00343952] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01915441 0.03604934 0.0035771 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01989112 0.03743585 0.00371468] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02062783 0.03882237 0.00385226] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02136454 0.04020888 0.00398984] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00080429 0.0013454 -0.00037186] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00160858 0.0026908 -0.00074372] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00241287 0.0040362 -0.00111559] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00321716 0.0053816 -0.00148745] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00402145 0.006727 -0.00185931] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00482574 0.0080724 -0.00223117] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00563003 0.00941779 -0.00260304] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00643432 0.01076319 -0.0029749 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00723861 0.01210859 -0.00334676] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0080429 0.01345399 -0.00371862] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00884719 0.01479939 -0.00409049] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00965148 0.01614479 -0.00446235] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01045577 0.01749019 -0.00483421] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01126006 0.01883559 -0.00520607] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01206435 0.02018099 -0.00557794] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01286864 0.02152639 -0.0059498 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01367293 0.02287179 -0.00632166] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01447722 0.02421719 -0.00669352] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01528151 0.02556259 -0.00706539] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0160858 0.02690799 -0.00743725] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01689009 0.02825338 -0.00780911] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01769438 0.02959878 -0.00818097] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01849867 0.03094418 -0.00855284] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01930296 0.03228958 -0.0089247 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02010725 0.03363498 -0.00929656] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02091154 0.03498038 -0.00966842] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02171583 0.03632578 -0.01004029] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02252012 0.03767118 -0.01041215] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02332441 0.03901658 -0.01078401] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00135707 0.00422744 -0.00249787] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00271414 0.00845488 -0.00499574] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00407121 0.01268232 -0.00749361] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00542827 0.01690976 -0.00999149] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00678534 0.02113719 -0.01248936] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00814241 0.02536463 -0.01498723] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00949948 0.02959207 -0.0174851 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01085655 0.03381951 -0.01998297] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01221362 0.03804695 -0.02248084] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01357068 0.04227439 -0.02497871] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01492775 0.04650183 -0.02747659] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01628482 0.05072927 -0.02997446] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01764189 0.05495671 -0.03247233] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01899896 0.05918415 -0.0349702 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02035603 0.06341158 -0.03746807] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0217131 0.06763902 -0.03996594] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02307016 0.07186646 -0.04246381] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02442723 0.0760939 -0.04496169] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0257843 0.08032134 -0.04745956] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02714137 0.08454878 -0.04995743] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02849844 0.08877622 -0.0524553 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02985551 0.09300366 -0.05495317] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03121258 0.0972311 -0.05745104] ==--\n",
"\n",
"\n",
" ==== Counter 400 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03256964 0.10145853 -0.05994892] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03392671 0.10568597 -0.06244679] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03528378 0.10991341 -0.06494466] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03664085 0.11414085 -0.06744253] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03799792 0.11836829 -0.0699404 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03935499 0.12259573 -0.07243827] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00083745 0.00162379 0.00021731] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0016749 0.00324759 0.00043462] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00251235 0.00487138 0.00065192] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00334979 0.00649518 0.00086923] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00418724 0.00811897 0.00108654] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00502469 0.00974276 0.00130385] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00586214 0.01136656 0.00152115] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00669959 0.01299035 0.00173846] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00753704 0.01461415 0.00195577] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00837448 0.01623794 0.00217308] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00921193 0.01786173 0.00239039] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01004938 0.01948553 0.00260769] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01088683 0.02110932 0.002825 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01172428 0.02273312 0.00304231] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01256173 0.02435691 0.00325962] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01339917 0.0259807 0.00347692] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01423662 0.0276045 0.00369423] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01507407 0.02922829 0.00391154] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01591152 0.03085209 0.00412885] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01674897 0.03247588 0.00434616] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01758642 0.03409967 0.00456346] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01842387 0.03572347 0.00478077] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01926131 0.03734726 0.00499808] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02009876 0.03897106 0.00521539] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02093621 0.04059485 0.00543269] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02177366 0.04221864 0.00565 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02261111 0.04384244 0.00586731] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02344856 0.04546623 0.00608462] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.024286 0.04709002 0.00630193] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00077676 0.0017899 0.00052132] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00155352 0.0035798 0.00104264] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00233028 0.0053697 0.00156396] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00310704 0.0071596 0.00208528] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0038838 0.00894949 0.0026066 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00466056 0.01073939 0.00312791] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00543732 0.01252929 0.00364923] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00621408 0.01431919 0.00417055] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00699084 0.01610909 0.00469187] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0077676 0.01789899 0.00521319] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00854436 0.01968889 0.00573451] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00932112 0.02147879 0.00625583] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01009788 0.02326869 0.00677715] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01087464 0.02505859 0.00729847] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0116514 0.02684848 0.00781979] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01242816 0.02863838 0.00834111] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01320492 0.03042828 0.00886243] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01398168 0.03221818 0.00938374] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01475844 0.03400808 0.00990506] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0155352 0.03579798 0.01042638] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01631196 0.03758788 0.0109477 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01708872 0.03937778 0.01146902] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01786548 0.04116768 0.01199034] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01864224 0.04295757 0.01251166] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.019419 0.04474747 0.01303298] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02019576 0.04653737 0.0135543 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02097252 0.04832727 0.01407562] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02174928 0.05011717 0.01459694] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02252604 0.05190707 0.01511826] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00036212 0.00049994 -0.00154533] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00072425 0.00099987 -0.00309066] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00108637 0.00149981 -0.004636 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0014485 0.00199974 -0.00618133] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00181062 0.00249968 -0.00772666] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00217274 0.00299961 -0.00927199] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00253487 0.00349955 -0.01081733] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00289699 0.00399948 -0.01236266] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00325912 0.00449942 -0.01390799] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00362124 0.00499935 -0.01545332] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00398337 0.00549929 -0.01699865] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00434549 0.00599922 -0.01854399] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00470761 0.00649916 -0.02008932] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00506974 0.00699909 -0.02163465] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00543186 0.00749903 -0.02317998] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00579399 0.00799896 -0.02472532] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00615611 0.0084989 -0.02627065] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00651823 0.00899883 -0.02781598] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00688036 0.00949877 -0.02936131] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00724248 0.0099987 -0.03090664] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00760461 0.01049864 -0.03245198] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00796673 0.01099857 -0.03399731] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00832885 0.01149851 -0.03554264] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00869098 0.01199845 -0.03708797] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0090531 0.01249838 -0.03863331] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00941523 0.01299832 -0.04017864] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00977735 0.01349825 -0.04172397] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01013947 0.01399819 -0.0432693 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0105016 0.01449812 -0.04481463] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00024442 0.00218416 0.00112262] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00048885 0.00436832 0.00224525] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00073327 0.00655247 0.00336787] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0009777 0.00873663 0.0044905 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00122212 0.01092079 0.00561312] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00146655 0.01310495 0.00673574] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00171097 0.01528911 0.00785837] ==--\n",
"\n",
"\n",
" ==== Counter 500 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0019554 0.01747327 0.00898099] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00219982 0.01965742 0.01010361] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00244425 0.02184158 0.01122624] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00268867 0.02402574 0.01234886] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00293309 0.0262099 0.01347149] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00317752 0.02839406 0.01459411] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00342194 0.03057821 0.01571673] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00366637 0.03276237 0.01683936] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00391079 0.03494653 0.01796198] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00415522 0.03713069 0.0190846 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00439964 0.03931485 0.02020723] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00464407 0.04149901 0.02132985] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00488849 0.04368316 0.02245248] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00513292 0.04586732 0.0235751 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00537734 0.04805148 0.02469772] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00562176 0.05023564 0.02582035] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00586619 0.0524198 0.02694297] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00611061 0.05460395 0.0280656 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00635504 0.05678811 0.02918822] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00659946 0.05897227 0.03031084] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00684389 0.06115643 0.03143347] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00708831 0.06334059 0.03255609] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00113768 0.0029689 0.00039145] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00227536 0.0059378 0.0007829 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00341305 0.0089067 0.00117435] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00455073 0.01187561 0.00156581] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00568841 0.01484451 0.00195726] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00682609 0.01781341 0.00234871] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00796377 0.02078231 0.00274016] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00910146 0.02375121 0.00313161] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01023914 0.02672011 0.00352306] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01137682 0.02968901 0.00391451] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0125145 0.03265792 0.00430597] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01365218 0.03562682 0.00469742] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01478987 0.03859572 0.00508887] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01592755 0.04156462 0.00548032] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01706523 0.04453352 0.00587177] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01820291 0.04750242 0.00626322] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0193406 0.05047133 0.00665467] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02047828 0.05344023 0.00704612] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02161596 0.05640913 0.00743758] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02275364 0.05937803 0.00782903] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02389132 0.06234693 0.00822048] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02502901 0.06531583 0.00861193] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02616669 0.06828473 0.00900338] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02730437 0.07125364 0.00939483] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02844205 0.07422254 0.00978628] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02957973 0.07719144 0.01017774] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03071742 0.08016034 0.01056919] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0318551 0.08312924 0.01096064] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03299278 0.08609814 0.01135209] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00024193 0.00144385 0.0005378 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00048385 0.00288771 0.00107559] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00072578 0.00433156 0.00161339] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00096771 0.00577541 0.00215119] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00120964 0.00721927 0.00268899] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00145156 0.00866312 0.00322678] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00169349 0.01010698 0.00376458] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00193542 0.01155083 0.00430238] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00217735 0.01299468 0.00484018] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00241927 0.01443854 0.00537797] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0026612 0.01588239 0.00591577] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00290313 0.01732624 0.00645357] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00314506 0.0187701 0.00699137] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00338698 0.02021395 0.00752916] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00362891 0.0216578 0.00806696] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00387084 0.02310166 0.00860476] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00411276 0.02454551 0.00914255] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00435469 0.02598937 0.00968035] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00459662 0.02743322 0.01021815] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00483855 0.02887707 0.01075595] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00508047 0.03032093 0.01129374] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0053224 0.03176478 0.01183154] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00556433 0.03320863 0.01236934] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00580626 0.03465249 0.01290714] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00604818 0.03609634 0.01344493] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00629011 0.0375402 0.01398273] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00653204 0.03898405 0.01452053] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00677397 0.0404279 0.01505833] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00701589 0.04187176 0.01559612] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00109802 0.00199604 -0.00042809] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00219604 0.00399208 -0.00085618] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00329406 0.00598812 -0.00128428] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00439208 0.00798416 -0.00171237] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0054901 0.0099802 -0.00214046] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00658812 0.01197624 -0.00256855] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00768614 0.01397228 -0.00299664] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00878417 0.01596832 -0.00342474] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00988219 0.01796436 -0.00385283] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01098021 0.0199604 -0.00428092] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01207823 0.02195644 -0.00470901] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01317625 0.02395248 -0.00513711] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01427427 0.02594852 -0.0055652 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01537229 0.02794456 -0.00599329] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01647031 0.02994059 -0.00642138] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01756833 0.03193663 -0.00684947] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01866635 0.03393267 -0.00727757] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01976437 0.03592871 -0.00770566] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02086239 0.03792475 -0.00813375] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02196041 0.03992079 -0.00856184] ==--\n",
"\n",
"\n",
" ==== Counter 600 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02305843 0.04191683 -0.00898993] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02415645 0.04391287 -0.00941803] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02525447 0.04590891 -0.00984612] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0263525 0.04790495 -0.01027421] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02745052 0.04990099 -0.0107023 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02854854 0.05189703 -0.01113039] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02964656 0.05389307 -0.01155849] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03074458 0.05588911 -0.01198658] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0318426 0.05788515 -0.01241467] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00017603 0.00124131 0.00070911] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [0.00035206 0.00248262 0.00141823] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [0.00052809 0.00372392 0.00212734] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00070412 0.00496523 0.00283646] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00088015 0.00620654 0.00354557] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00105618 0.00744785 0.00425468] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00123222 0.00868916 0.0049638 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00140825 0.00993046 0.00567291] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00158428 0.01117177 0.00638203] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00176031 0.01241308 0.00709114] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00193634 0.01365439 0.00780025] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00211237 0.0148957 0.00850937] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.0022884 0.016137 0.00921848] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00246443 0.01737831 0.00992759] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00264046 0.01861962 0.01063671] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00281649 0.01986093 0.01134582] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00299252 0.02110224 0.01205494] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00316855 0.02234354 0.01276405] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00334458 0.02358485 0.01347316] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00352061 0.02482616 0.01418228] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00369665 0.02606747 0.01489139] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00387268 0.02730878 0.01560051] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00404871 0.02855008 0.01630962] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00422474 0.02979139 0.01701873] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00440077 0.0310327 0.01772785] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.0045768 0.03227401 0.01843696] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00475283 0.03351532 0.01914608] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00492886 0.03475662 0.01985519] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00510489 0.03599793 0.0205643 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00052561 0. 0.00046393] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [0.00105121 0. 0.00092785] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [0.00157682 0. 0.00139178] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [0.00210243 0. 0.0018557 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [0.00262804 0. 0.00231963] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [0.00315364 0. 0.00278355] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [0.00367925 0. 0.00324748] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00420486 0. 0.00371141] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00473046 0. 0.00417533] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00525607 0. 0.00463926] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00578168 0. 0.00510318] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00630729 0. 0.00556711] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00683289 0. 0.00603103] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.0073585 0. 0.00649496] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00788411 0. 0.00695889] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00840971 0. 0.00742281] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00893532 0. 0.00788674] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00946093 0. 0.00835066] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00998654 0. 0.00881459] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.01051214 0. 0.00927852] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.01103775 0. 0.00974244] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.01156336 0. 0.01020637] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.01208896 0. 0.01067029] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.01261457 0. 0.01113422] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.01314018 0. 0.01159814] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.01366579 0. 0.01206207] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.01419139 0. 0.012526 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.014717 0. 0.01298992] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.01524261 0. 0.01345385] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00082509 0.00150222 0.00010354] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00165019 0.00300445 0.00020707] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00247528 0.00450667 0.00031061] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00330038 0.0060089 0.00041414] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00412547 0.00751112 0.00051768] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00495057 0.00901335 0.00062122] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00577566 0.01051557 0.00072475] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00660076 0.0120178 0.00082829] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00742585 0.01352002 0.00093183] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00825095 0.01502225 0.00103536] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00907604 0.01652447 0.0011389 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00990114 0.0180267 0.00124243] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01072623 0.01952892 0.00134597] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01155133 0.02103115 0.00144951] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01237642 0.02253337 0.00155304] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01320152 0.0240356 0.00165658] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01402661 0.02553782 0.00176011] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0148517 0.02704005 0.00186365] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0156768 0.02854227 0.00196719] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01650189 0.0300445 0.00207072] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01732699 0.03154672 0.00217426] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01815208 0.03304895 0.0022778 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01897718 0.03455117 0.00238133] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01980227 0.0360534 0.00248487] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02062737 0.03755562 0.0025884 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02145246 0.03905785 0.00269194] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02227756 0.04056007 0.00279548] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02310265 0.04206229 0.00289901] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02392775 0.04356452 0.00300255] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-2.20099185e-04 1.27859818e-03 -6.48897802e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.0004402 0.0025572 -0.00012978] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0006603 0.00383579 -0.00019467] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0008804 0.00511439 -0.00025956] ==--\n",
"\n",
"\n",
" ==== Counter 700 ====\n",
"\n",
"\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0011005 0.00639299 -0.00032445] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0013206 0.00767159 -0.00038934] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00154069 0.00895019 -0.00045423] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00176079 0.01022879 -0.00051912] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00198089 0.01150738 -0.00058401] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00220099 0.01278598 -0.0006489 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00242109 0.01406458 -0.00071379] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00264119 0.01534318 -0.00077868] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00286129 0.01662178 -0.00084357] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00308139 0.01790037 -0.00090846] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00330149 0.01917897 -0.00097335] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00352159 0.02045757 -0.00103824] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00374169 0.02173617 -0.00110313] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00396179 0.02301477 -0.00116802] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00418188 0.02429337 -0.00123291] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00440198 0.02557196 -0.0012978 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00462208 0.02685056 -0.00136269] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00484218 0.02812916 -0.00142758] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00506228 0.02940776 -0.00149246] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00528238 0.03068636 -0.00155735] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00550248 0.03196495 -0.00162224] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00572258 0.03324355 -0.00168713] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00594268 0.03452215 -0.00175202] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00616278 0.03580075 -0.00181691] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00638288 0.03707935 -0.0018818 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00133045 0.00227062 -0.00101795] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00266091 0.00454125 -0.0020359 ] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00399136 0.00681187 -0.00305386] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00532181 0.0090825 -0.00407181] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00665227 0.01135312 -0.00508976] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00798272 0.01362375 -0.00610771] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00931317 0.01589437 -0.00712567] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01064363 0.018165 -0.00814362] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01197408 0.02043562 -0.00916157] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01330453 0.02270625 -0.01017952] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01463499 0.02497687 -0.01119748] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01596544 0.0272475 -0.01221543] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01729589 0.02951812 -0.01323338] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01862635 0.03178875 -0.01425133] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0199568 0.03405937 -0.01526929] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02128726 0.03633 -0.01628724] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02261771 0.03860062 -0.01730519] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02394816 0.04087125 -0.01832314] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02527862 0.04314187 -0.0193411 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02660907 0.0454125 -0.02035905] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02793952 0.04768312 -0.021377 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02926998 0.04995375 -0.02239495] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03060043 0.05222437 -0.0234129 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03193088 0.054495 -0.02443086] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03326134 0.05676562 -0.02544881] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03459179 0.05903625 -0.02646676] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03592224 0.06130687 -0.02748471] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0372527 0.0635775 -0.02850267] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03858315 0.06584812 -0.02952062] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00030747 0.00066111 -0.00247087] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00061494 0.00132223 -0.00494174] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00092241 0.00198334 -0.00741262] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00122988 0.00264446 -0.00988349] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00153735 0.00330557 -0.01235436] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00184482 0.00396669 -0.01482523] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00215229 0.0046278 -0.0172961 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00245976 0.00528892 -0.01976698] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00276723 0.00595003 -0.02223785] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0030747 0.00661115 -0.02470872] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00338217 0.00727226 -0.02717959] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00368964 0.00793338 -0.02965046] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00399711 0.00859449 -0.03212133] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00430459 0.00925561 -0.03459221] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00461206 0.00991672 -0.03706308] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00491953 0.01057784 -0.03953395] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.005227 0.01123895 -0.04200482] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00553447 0.01190007 -0.04447569] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00584194 0.01256118 -0.04694657] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00614941 0.0132223 -0.04941744] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00645688 0.01388341 -0.05188831] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00676435 0.01454453 -0.05435918] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00707182 0.01520564 -0.05683005] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00737929 0.01586675 -0.05930093] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00768676 0.01652787 -0.0617718 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00799423 0.01718898 -0.06424267] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0083017 0.0178501 -0.06671354] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00860917 0.01851121 -0.06918441] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00891664 0.01917233 -0.07165529] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00085535 0.00192083 -0.00218848] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0017107 0.00384166 -0.00437696] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00256605 0.00576249 -0.00656544] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00342141 0.00768332 -0.00875392] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00427676 0.00960414 -0.0109424 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00513211 0.01152497 -0.01313088] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00598746 0.0134458 -0.01531936] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00684281 0.01536663 -0.01750785] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00769816 0.01728746 -0.01969633] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00855351 0.01920829 -0.02188481] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00940886 0.02112912 -0.02407329] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01026422 0.02304995 -0.02626177] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01111957 0.02497078 -0.02845025] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01197492 0.02689161 -0.03063873] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01283027 0.02881243 -0.03282721] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01368562 0.03073326 -0.03501569] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01454097 0.03265409 -0.03720417] ==--\n",
"\n",
"\n",
" ==== Counter 800 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01539632 0.03457492 -0.03939265] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01625167 0.03649575 -0.04158113] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01710703 0.03841658 -0.04376961] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01796238 0.04033741 -0.04595809] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01881773 0.04225824 -0.04814658] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01967308 0.04417907 -0.05033506] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02052843 0.0460999 -0.05252354] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02138378 0.04802072 -0.05471202] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02223913 0.04994155 -0.0569005 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02309449 0.05186238 -0.05908898] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02394984 0.05378321 -0.06127746] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02480519 0.05570404 -0.06346594] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00049882 0.00478345 -0.00617182] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00099764 0.0095669 -0.01234363] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00149647 0.01435035 -0.01851545] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00199529 0.0191338 -0.02468727] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00249411 0.02391725 -0.03085908] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00299293 0.0287007 -0.0370309 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00349176 0.03348415 -0.04320272] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00399058 0.0382676 -0.04937453] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0044894 0.04305105 -0.05554635] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00498822 0.0478345 -0.06171817] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00548705 0.05261795 -0.06788998] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00598587 0.05740141 -0.0740618 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00648469 0.06218486 -0.08023362] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00698351 0.06696831 -0.08640543] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00748234 0.07175176 -0.09257725] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00798116 0.07653521 -0.09874907] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00847998 0.08131866 -0.10492088] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0089788 0.08610211 -0.1110927 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00947763 0.09088556 -0.11726452] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00997645 0.09566901 -0.12343633] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01047527 0.10045246 -0.12960815] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01097409 0.10523591 -0.13577997] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01147292 0.11001936 -0.14195178] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01197174 0.11480281 -0.1481236 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01247056 0.11958626 -0.15429542] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01296938 0.12436971 -0.16046723] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0134682 0.12915316 -0.16663905] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01396703 0.13393661 -0.17281087] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01446585 0.13872006 -0.17898268] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00082848 0.00118216 -0.00383196] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00165695 0.00236433 -0.00766392] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00248543 0.00354649 -0.01149588] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00331391 0.00472865 -0.01532784] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00414238 0.00591082 -0.0191598 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00497086 0.00709298 -0.02299176] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00579933 0.00827515 -0.02682372] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00662781 0.00945731 -0.03065569] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00745629 0.01063947 -0.03448765] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00828476 0.01182164 -0.03831961] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00911324 0.0130038 -0.04215157] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00994172 0.01418596 -0.04598353] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01077019 0.01536813 -0.04981549] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01159867 0.01655029 -0.05364745] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01242714 0.01773245 -0.05747941] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01325562 0.01891462 -0.06131137] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0140841 0.02009678 -0.06514333] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01491257 0.02127894 -0.06897529] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01574105 0.02246111 -0.07280725] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01656953 0.02364327 -0.07663921] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.017398 0.02482544 -0.08047117] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01822648 0.0260076 -0.08430314] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01905496 0.02718976 -0.0881351 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01988343 0.02837193 -0.09196706] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02071191 0.02955409 -0.09579902] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02154038 0.03073625 -0.09963098] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02236886 0.03191842 -0.10346294] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02319734 0.03310058 -0.1072949 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02402581 0.03428274 -0.11112686] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00067802 0.00129069 0.00010828] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00135605 0.00258138 0.00021656] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00203407 0.00387207 0.00032484] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0027121 0.00516276 0.00043312] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00339012 0.00645345 0.0005414 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00406814 0.00774414 0.00064968] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00474617 0.00903484 0.00075796] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00542419 0.01032553 0.00086624] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00610221 0.01161622 0.00097452] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00678024 0.01290691 0.0010828 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00745826 0.0141976 0.00119108] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00813629 0.01548829 0.00129936] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00881431 0.01677898 0.00140764] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00949233 0.01806967 0.00151592] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01017036 0.01936036 0.0016242 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01084838 0.02065105 0.00173248] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01152641 0.02194174 0.00184076] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01220443 0.02323243 0.00194904] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01288245 0.02452313 0.00205732] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01356048 0.02581382 0.0021656 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0142385 0.02710451 0.00227388] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01491653 0.0283952 0.00238216] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01559455 0.02968589 0.00249044] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01627257 0.03097658 0.00259872] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0169506 0.03226727 0.002707 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01762862 0.03355796 0.00281528] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01830664 0.03484865 0.00292357] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01898467 0.03613934 0.00303185] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01966269 0.03743003 0.00314013] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00052566 0.0014962 0.00051824] ==--\n",
"\n",
"\n",
" ==== Counter 900 ====\n",
"\n",
"\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00105132 0.0029924 0.00103648] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00157698 0.0044886 0.00155473] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00210264 0.0059848 0.00207297] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0026283 0.007481 0.00259121] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00315396 0.0089772 0.00310945] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00367962 0.0104734 0.0036277 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00420528 0.0119696 0.00414594] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00473094 0.0134658 0.00466418] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0052566 0.014962 0.00518242] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00578225 0.0164582 0.00570067] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00630791 0.0179544 0.00621891] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00683357 0.0194506 0.00673715] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00735923 0.0209468 0.00725539] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00788489 0.022443 0.00777364] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00841055 0.0239392 0.00829188] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00893621 0.0254354 0.00881012] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00946187 0.0269316 0.00932836] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00998753 0.0284278 0.00984661] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01051319 0.029924 0.01036485] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01103885 0.0314202 0.01088309] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01156451 0.03291641 0.01140133] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01209017 0.03441261 0.01191958] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01261583 0.03590881 0.01243782] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01314149 0.03740501 0.01295606] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01366715 0.03890121 0.0134743 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01419281 0.04039741 0.01399255] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01471847 0.04189361 0.01451079] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01524413 0.04338981 0.01502903] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00118024 0.0020974 -0.00071005] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00236048 0.0041948 -0.0014201 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00354071 0.0062922 -0.00213016] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00472095 0.0083896 -0.00284021] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00590119 0.010487 -0.00355026] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00708143 0.0125844 -0.00426031] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00826167 0.0146818 -0.00497037] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0094419 0.0167792 -0.00568042] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01062214 0.01887661 -0.00639047] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01180238 0.02097401 -0.00710052] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01298262 0.02307141 -0.00781057] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01416286 0.02516881 -0.00852063] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0153431 0.02726621 -0.00923068] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01652333 0.02936361 -0.00994073] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01770357 0.03146101 -0.01065078] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01888381 0.03355841 -0.01136083] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02006405 0.03565581 -0.01207089] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02124429 0.03775321 -0.01278094] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02242452 0.03985061 -0.01349099] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02360476 0.04194801 -0.01420104] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.024785 0.04404541 -0.0149111 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02596524 0.04614281 -0.01562115] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02714548 0.04824021 -0.0163312 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02832571 0.05033761 -0.01704125] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02950595 0.05243501 -0.0177513 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03068619 0.05453241 -0.01846136] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03186643 0.05662982 -0.01917141] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03304667 0.05872722 -0.01988146] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0342269 0.06082462 -0.02059151] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00073113 0.00127931 -0.00014077] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00146226 0.00255862 -0.00028154] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00219339 0.00383793 -0.00042231] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00292452 0.00511724 -0.00056308] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00365565 0.00639654 -0.00070385] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00438678 0.00767585 -0.00084462] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00511791 0.00895516 -0.00098538] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00584904 0.01023447 -0.00112615] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00658017 0.01151378 -0.00126692] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00731131 0.01279309 -0.00140769] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00804244 0.0140724 -0.00154846] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00877357 0.01535171 -0.00168923] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0095047 0.01663102 -0.00183 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01023583 0.01791032 -0.00197077] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01096696 0.01918963 -0.00211154] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01169809 0.02046894 -0.00225231] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01242922 0.02174825 -0.00239308] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01316035 0.02302756 -0.00253385] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01389148 0.02430687 -0.00267461] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01462261 0.02558618 -0.00281538] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01535374 0.02686549 -0.00295615] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01608487 0.0281448 -0.00309692] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.016816 0.0294241 -0.00323769] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01754713 0.03070341 -0.00337846] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01827826 0.03198272 -0.00351923] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01900939 0.03326203 -0.00366 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01974052 0.03454134 -0.00380077] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02047166 0.03582065 -0.00394154] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02120279 0.03709996 -0.00408231] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.88080530e-04 1.39854112e-03 -1.25331384e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.57616106e-03 2.79708223e-03 -2.50662768e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-2.36424159e-03 4.19562335e-03 -3.75994152e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.15232212e-03 5.59416446e-03 -5.01325536e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.94040265e-03 6.99270558e-03 -6.26656920e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.72848318e-03 8.39124669e-03 -7.51988304e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.51656371e-03 9.78978781e-03 -8.77319688e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00630464 0.01118833 -0.00010027] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00709272 0.01258687 -0.0001128 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00788081 0.01398541 -0.00012533] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00866889 0.01538395 -0.00013786] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00945697 0.01678249 -0.0001504 ] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01024505 0.01818103 -0.00016293] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01103313 0.01957958 -0.00017546] ==--\n",
"\n",
"\n",
" ==== Counter 1000 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01182121 0.02097812 -0.000188 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01260929 0.02237666 -0.00020053] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01339737 0.0237752 -0.00021306] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01418545 0.02517374 -0.0002256 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01497353 0.02657228 -0.00023813] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01576161 0.02797082 -0.00025066] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01654969 0.02936936 -0.0002632 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01733777 0.0307679 -0.00027573] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01812585 0.03216645 -0.00028826] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01891393 0.03356499 -0.0003008 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01970201 0.03496353 -0.00031333] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02049009 0.03636207 -0.00032586] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02127817 0.03776061 -0.00033839] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02206625 0.03915915 -0.00035093] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02285434 0.04055769 -0.00036346] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00029038 0.0003207 -0.0003222 ] ==--\n",
"Succesfull convergence in 1 steps\n",
"--== epsi [-0.00058075 0.00064139 -0.00064439] ==--\n",
"Succesfull convergence in 1 steps\n",
"--== epsi [-0.00087113 0.00096209 -0.00096659] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.0011615 0.00128279 -0.00128879] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00145188 0.00160349 -0.00161098] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00174226 0.00192418 -0.00193318] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00203263 0.00224488 -0.00225538] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00232301 0.00256558 -0.00257757] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00261338 0.00288627 -0.00289977] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00290376 0.00320697 -0.00322196] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00319413 0.00352767 -0.00354416] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00348451 0.00384836 -0.00386636] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00377489 0.00416906 -0.00418855] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00406526 0.00448976 -0.00451075] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00435564 0.00481046 -0.00483295] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00464601 0.00513115 -0.00515514] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00493639 0.00545185 -0.00547734] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00522677 0.00577255 -0.00579954] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00551714 0.00609324 -0.00612173] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00580752 0.00641394 -0.00644393] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00609789 0.00673464 -0.00676613] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00638827 0.00705533 -0.00708832] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00667865 0.00737603 -0.00741052] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00696902 0.00769673 -0.00773271] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0072594 0.00801743 -0.00805491] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00754977 0.00833812 -0.00837711] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00784015 0.00865882 -0.0086993 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00813053 0.00897952 -0.0090215 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0084209 0.00930021 -0.0093437 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00015422 0.00148819 0.00087821] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00030844 0.00297637 0.00175641] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00046266 0.00446456 0.00263462] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00061688 0.00595275 0.00351283] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00077111 0.00744094 0.00439103] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00092533 0.00892912 0.00526924] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00107955 0.01041731 0.00614745] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00123377 0.0119055 0.00702565] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00138799 0.01339369 0.00790386] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00154221 0.01488187 0.00878207] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00169643 0.01637006 0.00966027] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00185065 0.01785825 0.01053848] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00200487 0.01934644 0.01141669] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00215909 0.02083462 0.01229489] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00231332 0.02232281 0.0131731 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00246754 0.023811 0.01405131] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00262176 0.02529919 0.01492951] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00277598 0.02678737 0.01580772] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0029302 0.02827556 0.01668593] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00308442 0.02976375 0.01756413] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00323864 0.03125194 0.01844234] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00339286 0.03274012 0.01932055] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00354708 0.03422831 0.02019875] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00370131 0.0357165 0.02107696] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00385553 0.03720469 0.02195517] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00400975 0.03869287 0.02283337] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00416397 0.04018106 0.02371158] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00431819 0.04166925 0.02458979] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00447241 0.04315744 0.02546799] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00144921 0.00322724 -0.00180202] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00289842 0.00645447 -0.00360403] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00434763 0.00968171 -0.00540605] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00579684 0.01290895 -0.00720806] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00724605 0.01613619 -0.00901008] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00869526 0.01936342 -0.01081209] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01014447 0.02259066 -0.01261411] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01159368 0.0258179 -0.01441612] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01304289 0.02904514 -0.01621814] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0144921 0.03227237 -0.01802015] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01594131 0.03549961 -0.01982217] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01739052 0.03872685 -0.02162418] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01883973 0.04195408 -0.0234262 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02028894 0.04518132 -0.02522822] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02173815 0.04840856 -0.02703023] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02318736 0.0516358 -0.02883225] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02463657 0.05486303 -0.03063426] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02608578 0.05809027 -0.03243628] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02753499 0.06131751 -0.03423829] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0289842 0.06454475 -0.03604031] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03043341 0.06777198 -0.03784232] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03188262 0.07099922 -0.03964434] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03333183 0.07422646 -0.04144635] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03478104 0.07745369 -0.04324837] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03623025 0.08068093 -0.04505039] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03767946 0.08390817 -0.0468524 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03912867 0.08713541 -0.04865442] ==--\n",
"\n",
"\n",
" ==== Counter 1100 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.04057788 0.09036264 -0.05045643] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.04202709 0.09358988 -0.05225845] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00015956 0.00145663 0.00074183] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00031912 0.00291325 0.00148366] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00047867 0.00436988 0.00222549] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00063823 0.00582651 0.00296733] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00079779 0.00728314 0.00370916] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00095735 0.00873976 0.00445099] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00111691 0.01019639 0.00519282] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00127647 0.01165302 0.00593465] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00143602 0.01310965 0.00667648] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00159558 0.01456627 0.00741832] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00175514 0.0160229 0.00816015] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0019147 0.01747953 0.00890198] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00207426 0.01893616 0.00964381] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00223382 0.02039278 0.01038564] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00239337 0.02184941 0.01112747] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00255293 0.02330604 0.01186931] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00271249 0.02476267 0.01261114] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00287205 0.02621929 0.01335297] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00303161 0.02767592 0.0140948 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00319116 0.02913255 0.01483663] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00335072 0.03058918 0.01557846] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00351028 0.0320458 0.0163203 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00366984 0.03350243 0.01706213] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0038294 0.03495906 0.01780396] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00398896 0.03641569 0.01854579] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00414851 0.03787231 0.01928762] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00430807 0.03932894 0.02002945] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00446763 0.04078557 0.02077129] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00462719 0.04224219 0.02151312] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00051741 0.00095473 -0.00044194] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00103482 0.00190946 -0.00088387] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00155224 0.00286419 -0.00132581] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00206965 0.00381892 -0.00176774] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00258706 0.00477366 -0.00220968] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00310447 0.00572839 -0.00265161] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00362188 0.00668312 -0.00309355] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0041393 0.00763785 -0.00353549] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00465671 0.00859258 -0.00397742] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00517412 0.00954731 -0.00441936] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00569153 0.01050204 -0.00486129] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00620894 0.01145677 -0.00530323] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00672635 0.0124115 -0.00574516] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00724377 0.01336624 -0.0061871 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00776118 0.01432097 -0.00662903] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00827859 0.0152757 -0.00707097] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.008796 0.01623043 -0.00751291] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00931341 0.01718516 -0.00795484] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00983083 0.01813989 -0.00839678] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01034824 0.01909462 -0.00883871] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01086565 0.02004935 -0.00928065] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01138306 0.02100408 -0.00972258] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01190047 0.02195881 -0.01016452] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01241789 0.02291355 -0.01060646] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0129353 0.02386828 -0.01104839] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01345271 0.02482301 -0.01149033] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01397012 0.02577774 -0.01193226] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01448753 0.02673247 -0.0123742 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01500494 0.0276872 -0.01281613] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00114971 0.00216028 -0.00192305] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00229943 0.00432056 -0.0038461 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00344914 0.00648084 -0.00576914] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00459886 0.00864112 -0.00769219] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00574857 0.0108014 -0.00961524] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00689829 0.01296167 -0.01153829] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.008048 0.01512195 -0.01346133] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00919772 0.01728223 -0.01538438] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01034743 0.01944251 -0.01730743] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01149715 0.02160279 -0.01923048] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01264686 0.02376307 -0.02115353] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01379657 0.02592335 -0.02307657] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01494629 0.02808363 -0.02499962] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.016096 0.03024391 -0.02692267] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01724572 0.03240419 -0.02884572] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01839543 0.03456446 -0.03076877] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01954515 0.03672474 -0.03269181] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02069486 0.03888502 -0.03461486] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02184458 0.0410453 -0.03653791] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02299429 0.04320558 -0.03846096] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02414401 0.04536586 -0.040384 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02529372 0.04752614 -0.04230705] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02644343 0.04968642 -0.0442301 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02759315 0.0518467 -0.04615315] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02874286 0.05400698 -0.0480762 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02989258 0.05616725 -0.04999924] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03104229 0.05832753 -0.05192229] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03219201 0.06048781 -0.05384534] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03334172 0.06264809 -0.05576839] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00054912 0.0009943 -0.00047334] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00109825 0.00198861 -0.00094669] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00164737 0.00298291 -0.00142003] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00219649 0.00397721 -0.00189337] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00274561 0.00497151 -0.00236672] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00329474 0.00596582 -0.00284006] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00384386 0.00696012 -0.0033134 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00439298 0.00795442 -0.00378675] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0049421 0.00894872 -0.00426009] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00549123 0.00994303 -0.00473344] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00604035 0.01093733 -0.00520678] ==--\n",
"\n",
"\n",
" ==== Counter 1200 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00658947 0.01193163 -0.00568012] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0071386 0.01292594 -0.00615347] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00768772 0.01392024 -0.00662681] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00823684 0.01491454 -0.00710015] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00878596 0.01590884 -0.0075735 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00933509 0.01690315 -0.00804684] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00988421 0.01789745 -0.00852018] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01043333 0.01889175 -0.00899353] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01098245 0.01988606 -0.00946687] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01153158 0.02088036 -0.00994021] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0120807 0.02187466 -0.01041356] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01262982 0.02286896 -0.0108869 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01317895 0.02386327 -0.01136025] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01372807 0.02485757 -0.01183359] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01427719 0.02585187 -0.01230693] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01482631 0.02684617 -0.01278028] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01537544 0.02784048 -0.01325362] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01592456 0.02883478 -0.01372696] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00038519 0.00058008 -0.00234195] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [ 0.00077038 0.00116017 -0.00468389] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00115556 0.00174025 -0.00702584] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00154075 0.00232033 -0.00936778] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00192594 0.00290042 -0.01170973] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00231113 0.0034805 -0.01405168] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00269631 0.00406058 -0.01639362] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.0030815 0.00464067 -0.01873557] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00346669 0.00522075 -0.02107751] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00385188 0.00580083 -0.02341946] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00423707 0.00638092 -0.02576141] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00462225 0.006961 -0.02810335] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00500744 0.00754108 -0.0304453 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00539263 0.00812116 -0.03278724] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00577782 0.00870125 -0.03512919] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00616301 0.00928133 -0.03747114] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00654819 0.00986141 -0.03981308] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00693338 0.0104415 -0.04215503] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00731857 0.01102158 -0.04449697] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00770376 0.01160166 -0.04683892] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00808894 0.01218175 -0.04918087] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00847413 0.01276183 -0.05152281] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00885932 0.01334191 -0.05386476] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00924451 0.013922 -0.0562067 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.0096297 0.01450208 -0.05854865] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.01001488 0.01508216 -0.0608906 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.01040007 0.01566225 -0.06323254] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.01078526 0.01624233 -0.06557449] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.01117045 0.01682241 -0.06791643] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00051943 0.00099622 -0.00018474] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00103887 0.00199243 -0.00036948] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0015583 0.00298865 -0.00055422] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00207774 0.00398487 -0.00073896] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00259717 0.00498108 -0.0009237 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0031166 0.0059773 -0.00110844] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00363604 0.00697351 -0.00129318] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00415547 0.00796973 -0.00147792] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0046749 0.00896595 -0.00166266] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00519434 0.00996216 -0.00184741] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00571377 0.01095838 -0.00203215] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00623321 0.0119546 -0.00221689] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00675264 0.01295081 -0.00240163] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00727207 0.01394703 -0.00258637] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00779151 0.01494324 -0.00277111] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00831094 0.01593946 -0.00295585] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00883037 0.01693568 -0.00314059] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00934981 0.01793189 -0.00332533] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00986924 0.01892811 -0.00351007] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01038868 0.01992433 -0.00369481] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01090811 0.02092054 -0.00387955] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01142754 0.02191676 -0.00406429] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01194698 0.02291297 -0.00424903] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01246641 0.02390919 -0.00443377] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01298584 0.02490541 -0.00461851] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01350528 0.02590162 -0.00480325] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01402471 0.02689784 -0.00498799] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01454415 0.02789406 -0.00517274] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01506358 0.02889027 -0.00535748] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00056073 0.00104168 -0.00017981] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00112147 0.00208335 -0.00035962] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0016822 0.00312503 -0.00053942] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00224293 0.00416671 -0.00071923] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00280367 0.00520838 -0.00089904] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0033644 0.00625006 -0.00107885] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00392514 0.00729174 -0.00125866] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00448587 0.00833341 -0.00143847] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0050466 0.00937509 -0.00161827] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00560734 0.01041677 -0.00179808] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00616807 0.01145845 -0.00197789] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0067288 0.01250012 -0.0021577 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00728954 0.0135418 -0.00233751] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00785027 0.01458348 -0.00251731] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.008411 0.01562515 -0.00269712] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00897174 0.01666683 -0.00287693] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00953247 0.01770851 -0.00305674] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01009321 0.01875018 -0.00323655] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01065394 0.01979186 -0.00341635] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01121467 0.02083354 -0.00359616] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01177541 0.02187521 -0.00377597] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01233614 0.02291689 -0.00395578] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01289687 0.02395857 -0.00413559] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01345761 0.02500024 -0.0043154 ] ==--\n",
"\n",
"\n",
" ==== Counter 1300 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01401834 0.02604192 -0.0044952 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01457907 0.0270836 -0.00467501] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01513981 0.02812527 -0.00485482] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01570054 0.02916695 -0.00503463] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01626128 0.03020863 -0.00521444] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00047689 0.00229979 0.0017906 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [0.00095379 0.00459959 0.00358119] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00143068 0.00689938 0.00537179] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00190757 0.00919917 0.00716238] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00238447 0.01149896 0.00895298] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00286136 0.01379876 0.01074357] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00333825 0.01609855 0.01253417] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00381515 0.01839834 0.01432477] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00429204 0.02069814 0.01611536] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00476893 0.02299793 0.01790596] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00524583 0.02529772 0.01969655] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00572272 0.02759751 0.02148715] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00619962 0.02989731 0.02327775] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00667651 0.0321971 0.02506834] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.0071534 0.03449689 0.02685894] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.0076303 0.03679669 0.02864953] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00810719 0.03909648 0.03044013] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00858408 0.04139627 0.03223072] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00906098 0.04369607 0.03402132] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00953787 0.04599586 0.03581192] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.01001476 0.04829565 0.03760251] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.01049166 0.05059544 0.03939311] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.01096855 0.05289524 0.0411837 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.01144544 0.05519503 0.0429743 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.01192234 0.05749482 0.0447649 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.01239923 0.05979462 0.04655549] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.01287612 0.06209441 0.04834609] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.01335302 0.0643942 0.05013668] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.01382991 0.06669399 0.05192728] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00055103 0.00104196 -0.00020573] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00110206 0.00208391 -0.00041146] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00165309 0.00312587 -0.00061719] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00220412 0.00416782 -0.00082292] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00275515 0.00520978 -0.00102865] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00330618 0.00625174 -0.00123438] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00385721 0.00729369 -0.00144011] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00440824 0.00833565 -0.00164584] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00495927 0.0093776 -0.00185158] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0055103 0.01041956 -0.00205731] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00606133 0.01146152 -0.00226304] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00661236 0.01250347 -0.00246877] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00716339 0.01354543 -0.0026745 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00771442 0.01458738 -0.00288023] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00826545 0.01562934 -0.00308596] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00881648 0.0166713 -0.00329169] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00936751 0.01771325 -0.00349742] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00991854 0.01875521 -0.00370315] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01046957 0.01979716 -0.00390888] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0110206 0.02083912 -0.00411461] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01157163 0.02188108 -0.00432034] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01212266 0.02292303 -0.00452607] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01267369 0.02396499 -0.0047318 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01322472 0.02500694 -0.00493753] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01377575 0.0260489 -0.00514327] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01432678 0.02709086 -0.005349 ] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01487781 0.02813281 -0.00555473] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01542884 0.02917477 -0.00576046] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01597987 0.03021672 -0.00596619] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00030981 0.00144133 -0.00302866] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00061961 0.00288266 -0.00605732] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00092942 0.00432398 -0.00908599] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00123923 0.00576531 -0.01211465] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00154903 0.00720664 -0.01514331] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00185884 0.00864797 -0.01817197] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00216865 0.01008929 -0.02120064] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00247845 0.01153062 -0.0242293 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00278826 0.01297195 -0.02725796] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00309807 0.01441328 -0.03028662] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00340788 0.0158546 -0.03331528] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00371768 0.01729593 -0.03634395] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00402749 0.01873726 -0.03937261] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0043373 0.02017859 -0.04240127] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0046471 0.02161992 -0.04542993] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00495691 0.02306124 -0.04845859] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00526672 0.02450257 -0.05148726] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00557652 0.0259439 -0.05451592] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00588633 0.02738523 -0.05754458] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00619614 0.02882655 -0.06057324] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00650594 0.03026788 -0.06360191] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00681575 0.03170921 -0.06663057] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00712556 0.03315054 -0.06965923] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00743536 0.03459186 -0.07268789] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00774517 0.03603319 -0.07571655] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00805498 0.03747452 -0.07874522] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00836478 0.03891585 -0.08177388] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00867459 0.04035718 -0.08480254] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0089844 0.0417985 -0.0878312] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00137438 0.00244968 -0.00031759] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00274877 0.00489937 -0.00063518] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00412315 0.00734905 -0.00095277] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00549754 0.00979873 -0.00127035] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00687192 0.01224842 -0.00158794] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0082463 0.0146981 -0.00190553] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00962069 0.01714779 -0.00222312] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01099507 0.01959747 -0.00254071] ==--\n",
"\n",
"\n",
" ==== Counter 1400 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01236945 0.02204715 -0.0028583 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01374384 0.02449684 -0.00317589] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01511822 0.02694652 -0.00349348] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01649261 0.0293962 -0.00381106] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01786699 0.03184589 -0.00412865] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01924137 0.03429557 -0.00444624] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02061576 0.03674525 -0.00476383] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02199014 0.03919494 -0.00508142] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02336453 0.04164462 -0.00539901] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02473891 0.04409431 -0.0057166 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02611329 0.04654399 -0.00603419] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02748768 0.04899367 -0.00635177] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02886206 0.05144336 -0.00666936] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03023645 0.05389304 -0.00698695] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03161083 0.05634272 -0.00730454] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03298521 0.05879241 -0.00762213] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0343596 0.06124209 -0.00793972] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03573398 0.06369178 -0.00825731] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03710836 0.06614146 -0.00857489] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03848275 0.06859114 -0.00889248] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03985713 0.07104083 -0.00921007] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00052384 0.00101254 -0.00011368] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00104767 0.00202507 -0.00022736] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00157151 0.00303761 -0.00034105] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00209534 0.00405015 -0.00045473] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00261918 0.00506268 -0.00056841] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00314302 0.00607522 -0.00068209] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00366685 0.00708775 -0.00079577] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00419069 0.00810029 -0.00090946] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00471452 0.00911283 -0.00102314] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00523836 0.01012536 -0.00113682] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0057622 0.0111379 -0.0012505] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00628603 0.01215044 -0.00136418] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00680987 0.01316297 -0.00147787] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0073337 0.01417551 -0.00159155] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00785754 0.01518804 -0.00170523] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00838138 0.01620058 -0.00181891] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00890521 0.01721312 -0.00193259] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00942905 0.01822565 -0.00204628] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00995288 0.01923819 -0.00215996] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01047672 0.02025073 -0.00227364] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01100055 0.02126326 -0.00238732] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01152439 0.0222758 -0.00250101] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01204823 0.02328834 -0.00261469] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01257206 0.02430087 -0.00272837] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0130959 0.02531341 -0.00284205] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01361973 0.02632594 -0.00295573] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01414357 0.02733848 -0.00306942] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01466741 0.02835102 -0.0031831 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01519124 0.02936355 -0.00329678] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-5.09554941e-04 1.00318166e-03 -4.82292350e-05] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.01910988e-03 2.00636331e-03 -9.64584700e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00152866 0.00300954 -0.00014469] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00203822 0.00401273 -0.00019292] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00254777 0.00501591 -0.00024115] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00305733 0.00601909 -0.00028938] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00356688 0.00702227 -0.0003376 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00407644 0.00802545 -0.00038583] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00458599 0.00902863 -0.00043406] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00509555 0.01003182 -0.00048229] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0056051 0.011035 -0.00053052] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00611466 0.01203818 -0.00057875] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00662421 0.01304136 -0.00062698] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00713377 0.01404454 -0.00067521] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00764332 0.01504772 -0.00072344] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00815288 0.01605091 -0.00077167] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00866243 0.01705409 -0.0008199 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00917199 0.01805727 -0.00086813] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00968154 0.01906045 -0.00091636] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0101911 0.02006363 -0.00096458] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01070065 0.02106681 -0.00101281] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01121021 0.02207 -0.00106104] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01171976 0.02307318 -0.00110927] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01222932 0.02407636 -0.0011575 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01273887 0.02507954 -0.00120573] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01324843 0.02608272 -0.00125396] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01375798 0.0270859 -0.00130219] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01426754 0.02808909 -0.00135042] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01477709 0.02909227 -0.00139865] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00112272 0.00206476 -0.0014398 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00224543 0.00412952 -0.0028796 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00336815 0.00619428 -0.00431941] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00449086 0.00825904 -0.00575921] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00561358 0.0103238 -0.00719901] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00673629 0.01238856 -0.00863881] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00785901 0.01445332 -0.01007861] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00898172 0.01651808 -0.01151841] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01010444 0.01858284 -0.01295822] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01122715 0.0206476 -0.01439802] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01234987 0.02271236 -0.01583782] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01347258 0.02477712 -0.01727762] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0145953 0.02684188 -0.01871742] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01571801 0.02890664 -0.02015722] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01684073 0.0309714 -0.02159703] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01796345 0.03303616 -0.02303683] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01908616 0.03510092 -0.02447663] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02020888 0.03716569 -0.02591643] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02133159 0.03923045 -0.02735623] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02245431 0.04129521 -0.02879603] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02357702 0.04335997 -0.03023584] ==--\n",
"\n",
"\n",
" ==== Counter 1500 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02469974 0.04542473 -0.03167564] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02582245 0.04748949 -0.03311544] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02694517 0.04955425 -0.03455524] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02806788 0.05161901 -0.03599504] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0291906 0.05368377 -0.03743484] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03031331 0.05574853 -0.03887465] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03143603 0.05781329 -0.04031445] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03255874 0.05987805 -0.04175425] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0005062 0.00132833 -0.00262515] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00101241 0.00265666 -0.00525031] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00151861 0.00398499 -0.00787546] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00202482 0.00531332 -0.01050061] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00253102 0.00664165 -0.01312577] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00303723 0.00796998 -0.01575092] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00354343 0.00929831 -0.01837607] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00404964 0.01062664 -0.02100123] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00455584 0.01195498 -0.02362638] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00506204 0.01328331 -0.02625153] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00556825 0.01461164 -0.02887669] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00607445 0.01593997 -0.03150184] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00658066 0.0172683 -0.03412699] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00708686 0.01859663 -0.03675214] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00759307 0.01992496 -0.0393773 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00809927 0.02125329 -0.04200245] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00860547 0.02258162 -0.0446276 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00911168 0.02390995 -0.04725276] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00961788 0.02523828 -0.04987791] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01012409 0.02656661 -0.05250306] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01063029 0.02789494 -0.05512822] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0111365 0.02922327 -0.05775337] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0116427 0.0305516 -0.06037852] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01214891 0.03187993 -0.06300368] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01265511 0.03320826 -0.06562883] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01316131 0.0345366 -0.06825398] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01366752 0.03586493 -0.07087914] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01417372 0.03719326 -0.07350429] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01467993 0.03852159 -0.07612944] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.08387061e-04 1.00576092e-03 -3.75895839e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.01677412e-03 2.01152184e-03 -7.51791677e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00152516 0.00301728 -0.00011277] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00203355 0.00402304 -0.00015036] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00254194 0.0050288 -0.00018795] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00305032 0.00603457 -0.00022554] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00355871 0.00704033 -0.00026313] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0040671 0.00804609 -0.00030072] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00457548 0.00905185 -0.00033831] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00508387 0.01005761 -0.0003759 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00559226 0.01106337 -0.00041349] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00610064 0.01206913 -0.00045108] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00660903 0.01307489 -0.00048866] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00711742 0.01408065 -0.00052625] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00762581 0.01508641 -0.00056384] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00813419 0.01609217 -0.00060143] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00864258 0.01709794 -0.00063902] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00915097 0.0181037 -0.00067661] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00965935 0.01910946 -0.0007142 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01016774 0.02011522 -0.00075179] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01067613 0.02112098 -0.00078938] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01118452 0.02212674 -0.00082697] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0116929 0.0231325 -0.00086456] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01220129 0.02413826 -0.00090215] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01270968 0.02514402 -0.00093974] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01321806 0.02614978 -0.00097733] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01372645 0.02715554 -0.00101492] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01423484 0.02816131 -0.00105251] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01474322 0.02916707 -0.0010901 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-4.99294294e-04 9.99013658e-04 -1.53192047e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-9.98588587e-04 1.99802732e-03 -3.06384093e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.49788288e-03 2.99704097e-03 -4.59576140e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-1.99717717e-03 3.99605463e-03 -6.12768186e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.49647147e-03 4.99506829e-03 -7.65960233e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.99576576e-03 5.99408195e-03 -9.19152279e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00349506 0.0069931 -0.00010723] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00399435 0.00799211 -0.00012255] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00449365 0.00899112 -0.00013787] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00499294 0.00999014 -0.00015319] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00549224 0.01098915 -0.00016851] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00599153 0.01198816 -0.00018383] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00649083 0.01298718 -0.00019915] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00699012 0.01398619 -0.00021447] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00748941 0.0149852 -0.00022979] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00798871 0.01598422 -0.00024511] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.008488 0.01698323 -0.00026043] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0089873 0.01798225 -0.00027575] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00948659 0.01898126 -0.00029106] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00998589 0.01998027 -0.00030638] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01048518 0.02097929 -0.0003217 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01098447 0.0219783 -0.00033702] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01148377 0.02297731 -0.00035234] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01198306 0.02397633 -0.00036766] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01248236 0.02497534 -0.00038298] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01298165 0.02597436 -0.0003983 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01348095 0.02697337 -0.00041362] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01398024 0.02797238 -0.00042894] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01447953 0.0289714 -0.00044426] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00116569 0.00210974 -0.00033251] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00233137 0.00421948 -0.00066503] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00349706 0.00632922 -0.00099754] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00466274 0.00843895 -0.00133005] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00582843 0.01054869 -0.00166257] ==--\n",
"\n",
"\n",
" ==== Counter 1600 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00699411 0.01265843 -0.00199508] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0081598 0.01476817 -0.0023276 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00932548 0.01687791 -0.00266011] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01049117 0.01898765 -0.00299262] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01165686 0.02109738 -0.00332514] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01282254 0.02320712 -0.00365765] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01398823 0.02531686 -0.00399016] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01515391 0.0274266 -0.00432268] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0163196 0.02953634 -0.00465519] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01748528 0.03164608 -0.0049877 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01865097 0.03375581 -0.00532022] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01981666 0.03586555 -0.00565273] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02098234 0.03797529 -0.00598524] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02214803 0.04008503 -0.00631776] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02331371 0.04219477 -0.00665027] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0244794 0.04430451 -0.00698279] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02564508 0.04641424 -0.0073153 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02681077 0.04852398 -0.00764781] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02797645 0.05063372 -0.00798033] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02914214 0.05274346 -0.00831284] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03030783 0.0548532 -0.00864535] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03147351 0.05696294 -0.00897787] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0326392 0.05907267 -0.00931038] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03380488 0.06118241 -0.00964289] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-5.21213055e-04 1.01772932e-03 -4.85246842e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.04242611e-03 2.03545864e-03 -9.70493684e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00156364 0.00305319 -0.00014557] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00208485 0.00407092 -0.0001941 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00260607 0.00508865 -0.00024262] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00312728 0.00610638 -0.00029115] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00364849 0.00712411 -0.00033967] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0041697 0.00814183 -0.0003882 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00469092 0.00915956 -0.00043672] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00521213 0.01017729 -0.00048525] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00573334 0.01119502 -0.00053377] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00625456 0.01221275 -0.0005823 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00677577 0.01323048 -0.00063082] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00729698 0.01424821 -0.00067935] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0078182 0.01526594 -0.00072787] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00833941 0.01628367 -0.00077639] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00886062 0.0173014 -0.00082492] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00938183 0.01831913 -0.00087344] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00990305 0.01933686 -0.00092197] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01042426 0.02035459 -0.00097049] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01094547 0.02137232 -0.00101902] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01146669 0.02239005 -0.00106754] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0119879 0.02340777 -0.00111607] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01250911 0.0244255 -0.00116459] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01303033 0.02544323 -0.00121312] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01355154 0.02646096 -0.00126164] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01407275 0.02747869 -0.00131017] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01459397 0.02849642 -0.00135869] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01511518 0.02951415 -0.00140722] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00077171 0.00151928 -0.00217623] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00154341 0.00303856 -0.00435246] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00231512 0.00455785 -0.00652869] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00308683 0.00607713 -0.00870492] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00385853 0.00759641 -0.01088115] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00463024 0.00911569 -0.01305738] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00540195 0.01063497 -0.01523361] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00617365 0.01215425 -0.01740984] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00694536 0.01367354 -0.01958608] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00771707 0.01519282 -0.02176231] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00848878 0.0167121 -0.02393854] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00926048 0.01823138 -0.02611477] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01003219 0.01975066 -0.028291 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0108039 0.02126995 -0.03046723] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0115756 0.02278923 -0.03264346] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01234731 0.02430851 -0.03481969] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01311902 0.02582779 -0.03699592] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01389072 0.02734707 -0.03917215] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01466243 0.02886635 -0.04134838] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01543414 0.03038564 -0.04352461] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01620584 0.03190492 -0.04570084] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01697755 0.0334242 -0.04787707] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01774926 0.03494348 -0.0500533 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01852096 0.03646276 -0.05222953] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01929267 0.03798204 -0.05440577] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02006438 0.03950133 -0.056582 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02083609 0.04102061 -0.05875823] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02160779 0.04253989 -0.06093446] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0223795 0.04405917 -0.06311069] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00053994 0.0010165 -0.00016463] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00107988 0.00203301 -0.00032925] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00161982 0.00304951 -0.00049388] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00215976 0.00406602 -0.0006585 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00269969 0.00508252 -0.00082313] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00323963 0.00609903 -0.00098775] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00377957 0.00711553 -0.00115238] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00431951 0.00813204 -0.00131701] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00485945 0.00914854 -0.00148163] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00539939 0.01016505 -0.00164626] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00593933 0.01118155 -0.00181088] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00647927 0.01219806 -0.00197551] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0070192 0.01321456 -0.00214013] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00755914 0.01423107 -0.00230476] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00809908 0.01524757 -0.00246939] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00863902 0.01626408 -0.00263401] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00917896 0.01728058 -0.00279864] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0097189 0.01829709 -0.00296326] ==--\n",
"\n",
"\n",
" ==== Counter 1700 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01025884 0.01931359 -0.00312789] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01079878 0.0203301 -0.00329251] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01133872 0.0213466 -0.00345714] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01187865 0.02236311 -0.00362177] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01241859 0.02337961 -0.00378639] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01295853 0.02439611 -0.00395102] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01349847 0.02541262 -0.00411564] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01403841 0.02642912 -0.00428027] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01457835 0.02744563 -0.00444489] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01511829 0.02846213 -0.00460952] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01565823 0.02947864 -0.00477415] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00040546 0.00431085 0.00256855] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00081092 0.0086217 0.00513711] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00121638 0.01293256 0.00770566] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00162185 0.01724341 0.01027421] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00202731 0.02155426 0.01284277] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00243277 0.02586511 0.01541132] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00283823 0.03017596 0.01797987] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00324369 0.03448681 0.02054843] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00364915 0.03879767 0.02311698] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00405461 0.04310852 0.02568554] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00446008 0.04741937 0.02825409] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00486554 0.05173022 0.03082264] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.005271 0.05604107 0.0333912 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00567646 0.06035192 0.03595975] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00608192 0.06466278 0.0385283 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00648738 0.06897363 0.04109686] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00689284 0.07328448 0.04366541] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00729831 0.07759533 0.04623396] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00770377 0.08190618 0.04880252] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00810923 0.08621703 0.05137107] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00851469 0.09052789 0.05393962] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00892015 0.09483874 0.05650818] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00932561 0.09914959 0.05907673] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00973107 0.10346044 0.06164529] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01013654 0.10777129 0.06421384] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.010542 0.11208214 0.06678239] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01094746 0.116393 0.06935095] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01135292 0.12070385 0.0719195 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01175838 0.1250147 0.07448805] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00121619 0.00214045 -0.00184618] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00243237 0.00428091 -0.00369235] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00364856 0.00642136 -0.00553853] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00486474 0.00856181 -0.0073847 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00608093 0.01070226 -0.00923088] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00729711 0.01284272 -0.01107705] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0085133 0.01498317 -0.01292323] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00972948 0.01712362 -0.0147694 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01094567 0.01926407 -0.01661558] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01216185 0.02140453 -0.01846175] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01337804 0.02354498 -0.02030793] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01459423 0.02568543 -0.0221541 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01581041 0.02782588 -0.02400028] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0170266 0.02996634 -0.02584645] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01824278 0.03210679 -0.02769263] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01945897 0.03424724 -0.0295388 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02067515 0.0363877 -0.03138498] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02189134 0.03852815 -0.03323116] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02310752 0.0406686 -0.03507733] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02432371 0.04280905 -0.03692351] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0255399 0.04494951 -0.03876968] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02675608 0.04708996 -0.04061586] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02797227 0.04923041 -0.04246203] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02918845 0.05137086 -0.04430821] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03040464 0.05351132 -0.04615438] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03162082 0.05565177 -0.04800056] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03283701 0.05779222 -0.04984673] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03405319 0.05993268 -0.05169291] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03526938 0.06207313 -0.05353908] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-4.85809470e-04 9.97326473e-04 6.08137655e-07] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-9.71618940e-04 1.99465295e-03 1.21627531e-06] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.45742841e-03 2.99197942e-03 1.82441297e-06] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-1.94323788e-03 3.98930589e-03 2.43255062e-06] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.42904735e-03 4.98663236e-03 3.04068828e-06] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.91485682e-03 5.98395884e-03 3.64882593e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.40066629e-03 6.98128531e-03 4.25696359e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.88647576e-03 7.97861178e-03 4.86510124e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.37228523e-03 8.97593826e-03 5.47323890e-06] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-4.85809470e-03 9.97326473e-03 6.08137655e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.34390417e-03 1.09705912e-02 6.68951421e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.82971364e-03 1.19679177e-02 7.29765186e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.31552311e-03 1.29652441e-02 7.90578952e-06] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-6.80133258e-03 1.39625706e-02 8.51392717e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-7.28714205e-03 1.49598971e-02 9.12206483e-06] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.77295152e-03 1.59572236e-02 9.73020248e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-8.25876099e-03 1.69545500e-02 1.03383401e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-8.74457046e-03 1.79518765e-02 1.09464778e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-9.23037993e-03 1.89492030e-02 1.15546154e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-9.71618940e-03 1.99465295e-02 1.21627531e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.02019989e-02 2.09438559e-02 1.27708908e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.06878083e-02 2.19411824e-02 1.33790284e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.11736178e-02 2.29385089e-02 1.39871661e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.16594273e-02 2.39358353e-02 1.45953037e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.21452367e-02 2.49331618e-02 1.52034414e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.26310462e-02 2.59304883e-02 1.58115790e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.31168557e-02 2.69278148e-02 1.64197167e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.36026652e-02 2.79251412e-02 1.70278543e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.40884746e-02 2.89224677e-02 1.76359920e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00081753 0.00134726 -0.00176142] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00163507 0.00269453 -0.00352285] ==--\n",
"\n",
"\n",
" ==== Counter 1800 ====\n",
"\n",
"\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0024526 0.00404179 -0.00528427] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00327014 0.00538905 -0.0070457 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00408767 0.00673632 -0.00880712] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00490521 0.00808358 -0.01056855] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00572274 0.00943084 -0.01232997] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00654028 0.0107781 -0.0140914 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00735781 0.01212537 -0.01585282] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00817535 0.01347263 -0.01761425] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00899288 0.01481989 -0.01937567] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00981042 0.01616716 -0.0211371 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01062795 0.01751442 -0.02289852] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01144549 0.01886168 -0.02465995] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01226302 0.02020895 -0.02642137] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01308056 0.02155621 -0.0281828 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01389809 0.02290347 -0.02994422] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01471563 0.02425073 -0.03170565] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01553316 0.025598 -0.03346707] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0163507 0.02694526 -0.0352285 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01716823 0.02829252 -0.03698992] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01798577 0.02963979 -0.03875135] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0188033 0.03098705 -0.04051277] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01962084 0.03233431 -0.0422742 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02043837 0.03368158 -0.04403562] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02125591 0.03502884 -0.04579704] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02207344 0.0363761 -0.04755847] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02289098 0.03772337 -0.04931989] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02370851 0.03907063 -0.05108132] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.93432141e-04 9.99525367e-04 -1.05109588e-06] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-9.86864282e-04 1.99905073e-03 -2.10219175e-06] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.48029642e-03 2.99857610e-03 -3.15328763e-06] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-1.97372856e-03 3.99810147e-03 -4.20438350e-06] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.46716070e-03 4.99762683e-03 -5.25547938e-06] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.96059285e-03 5.99715220e-03 -6.30657526e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.45402499e-03 6.99667757e-03 -7.35767113e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.94745713e-03 7.99620293e-03 -8.40876701e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.44088927e-03 8.99572830e-03 -9.45986288e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.93432141e-03 9.99525367e-03 -1.05109588e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.42775355e-03 1.09947790e-02 -1.15620546e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.92118569e-03 1.19943044e-02 -1.26131505e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.41461783e-03 1.29938298e-02 -1.36642464e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-6.90804997e-03 1.39933551e-02 -1.47153423e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-7.40148211e-03 1.49928805e-02 -1.57664381e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.89491425e-03 1.59924059e-02 -1.68175340e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-8.38834639e-03 1.69919312e-02 -1.78686299e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-8.88177854e-03 1.79914566e-02 -1.89197258e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-9.37521068e-03 1.89909820e-02 -1.99708216e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-9.86864282e-03 1.99905073e-02 -2.10219175e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.03620750e-02 2.09900327e-02 -2.20730134e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.08555071e-02 2.19895581e-02 -2.31241093e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.13489392e-02 2.29890834e-02 -2.41752051e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.18423714e-02 2.39886088e-02 -2.52263010e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.23358035e-02 2.49881342e-02 -2.62773969e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.28292357e-02 2.59876595e-02 -2.73284928e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.33226678e-02 2.69871849e-02 -2.83795887e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.38160999e-02 2.79867103e-02 -2.94306845e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.43095321e-02 2.89862356e-02 -3.04817804e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-4.9407489e-04 9.9965914e-04 -5.6438625e-06] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-9.88149780e-04 1.99931828e-03 -1.12877250e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.48222467e-03 2.99897742e-03 -1.69315875e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-1.97629956e-03 3.99863656e-03 -2.25754500e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.47037445e-03 4.99829570e-03 -2.82193125e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.96444934e-03 5.99795484e-03 -3.38631750e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.45852423e-03 6.99761398e-03 -3.95070375e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.95259912e-03 7.99727312e-03 -4.51509000e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.44667401e-03 8.99693226e-03 -5.07947625e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.9407489e-03 9.9965914e-03 -5.6438625e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.43482379e-03 1.09962505e-02 -6.20824875e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.92889868e-03 1.19959097e-02 -6.77263500e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.42297357e-03 1.29955688e-02 -7.33702125e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-6.91704846e-03 1.39952280e-02 -7.90140750e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-7.41112335e-03 1.49948871e-02 -8.46579375e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.90519824e-03 1.59945462e-02 -9.03018000e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-8.39927313e-03 1.69942054e-02 -9.59456625e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00889335 0.01799386 -0.00010159] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00938742 0.01899352 -0.00010723] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0098815 0.01999318 -0.00011288] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01037557 0.02099284 -0.00011852] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01086965 0.0219925 -0.00012416] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01136372 0.02299216 -0.00012981] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0118578 0.02399182 -0.00013545] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01235187 0.02499148 -0.0001411 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01284595 0.02599114 -0.00014674] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01334002 0.0269908 -0.00015238] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0138341 0.02799046 -0.00015803] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01432817 0.02899012 -0.00016367] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00035918 0.00033574 -0.00057011] ==--\n",
"Succesfull convergence in 1 steps\n",
"--== epsi [-0.00071837 0.00067148 -0.00114021] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00107755 0.00100722 -0.00171032] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00143674 0.00134296 -0.00228043] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00179592 0.00167869 -0.00285054] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0021551 0.00201443 -0.00342064] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00251429 0.00235017 -0.00399075] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00287347 0.00268591 -0.00456086] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00323266 0.00302165 -0.00513097] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00359184 0.00335739 -0.00570107] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00395102 0.00369313 -0.00627118] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00431021 0.00402887 -0.00684129] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00466939 0.00436461 -0.0074114 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00502858 0.00470034 -0.0079815 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00538776 0.00503608 -0.00855161] ==--\n",
"\n",
"\n",
" ==== Counter 1900 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00574694 0.00537182 -0.00912172] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00610613 0.00570756 -0.00969182] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00646531 0.0060433 -0.01026193] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0068245 0.00637904 -0.01083204] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00718368 0.00671478 -0.01140215] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00754286 0.00705052 -0.01197225] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00790205 0.00738625 -0.01254236] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00826123 0.00772199 -0.01311247] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00862042 0.00805773 -0.01368258] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0089796 0.00839347 -0.01425268] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00933878 0.00872921 -0.01482279] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00969797 0.00906495 -0.0153929 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01005715 0.00940069 -0.015963 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01041634 0.00973643 -0.01653311] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-4.97641402e-04 9.98389872e-04 -5.07274035e-06] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-9.95282804e-04 1.99677974e-03 -1.01454807e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.49292421e-03 2.99516962e-03 -1.52182211e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-1.99056561e-03 3.99355949e-03 -2.02909614e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.48820701e-03 4.99194936e-03 -2.53637018e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.98584841e-03 5.99033923e-03 -3.04364421e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.48348981e-03 6.98872911e-03 -3.55091825e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.98113122e-03 7.98711898e-03 -4.05819228e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.47877262e-03 8.98550885e-03 -4.56546632e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-4.97641402e-03 9.98389872e-03 -5.07274035e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.47405542e-03 1.09822886e-02 -5.58001439e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.97169682e-03 1.19806785e-02 -6.08728842e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.46933823e-03 1.29790683e-02 -6.59456246e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-6.96697963e-03 1.39774582e-02 -7.10183649e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-7.46462103e-03 1.49758481e-02 -7.60911053e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.96226243e-03 1.59742380e-02 -8.11638456e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-8.45990383e-03 1.69726278e-02 -8.62365860e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-8.95754524e-03 1.79710177e-02 -9.13093263e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-9.45518664e-03 1.89694076e-02 -9.63820667e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00995283 0.0199678 -0.00010145] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01045047 0.02096619 -0.00010653] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01094811 0.02196458 -0.0001116 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01144575 0.02296297 -0.00011667] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01194339 0.02396136 -0.00012175] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01244104 0.02495975 -0.00012682] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01293868 0.02595814 -0.00013189] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01343632 0.02695653 -0.00013696] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01393396 0.02795492 -0.00014204] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0144316 0.02895331 -0.00014711] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00079168 0.0014841 -0.00233059] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00158336 0.0029682 -0.00466118] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00237503 0.0044523 -0.00699177] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00316671 0.0059364 -0.00932236] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00395839 0.00742051 -0.01165295] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00475007 0.00890461 -0.01398354] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00554174 0.01038871 -0.01631413] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00633342 0.01187281 -0.01864472] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0071251 0.01335691 -0.02097531] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00791678 0.01484101 -0.0233059 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00870845 0.01632511 -0.02563649] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00950013 0.01780921 -0.02796708] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01029181 0.01929331 -0.03029767] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01108349 0.02077742 -0.03262826] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01187516 0.02226152 -0.03495885] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01266684 0.02374562 -0.03728944] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01345852 0.02522972 -0.03962003] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0142502 0.02671382 -0.04195062] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01504187 0.02819792 -0.04428121] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01583355 0.02968202 -0.0466118 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01662523 0.03116612 -0.04894239] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01741691 0.03265023 -0.05127298] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01820858 0.03413433 -0.05360357] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01900026 0.03561843 -0.05593416] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01979194 0.03710253 -0.05826475] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02058362 0.03858663 -0.06059534] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02137529 0.04007073 -0.06292593] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02216697 0.04155483 -0.06525652] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02295865 0.04303893 -0.06758711] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00042109 0.00199755 0.00111132] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00084217 0.00399509 0.00222264] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00126326 0.00599264 0.00333396] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00168435 0.00799019 0.00444529] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00210544 0.00998773 0.00555661] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00252652 0.01198528 0.00666793] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00294761 0.01398282 0.00777925] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0033687 0.01598037 0.00889057] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00378979 0.01797792 0.01000189] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00421087 0.01997546 0.01111321] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00463196 0.02197301 0.01222453] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00505305 0.02397056 0.01333586] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00547414 0.0259681 0.01444718] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00589522 0.02796565 0.0155585 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00631631 0.02996319 0.01666982] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0067374 0.03196074 0.01778114] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00715849 0.03395829 0.01889246] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00757957 0.03595583 0.02000378] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00800066 0.03795338 0.02111511] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00842175 0.03995093 0.02222643] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00884284 0.04194847 0.02333775] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00926392 0.04394602 0.02444907] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00968501 0.04594356 0.02556039] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0101061 0.04794111 0.02667171] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01052719 0.04993866 0.02778303] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01094827 0.0519362 0.02889435] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01136936 0.05393375 0.03000568] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01179045 0.0559313 0.031117 ] ==--\n",
"\n",
"\n",
" ==== Counter 2000 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01221154 0.05792884 0.03222832] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-5.07456528e-04 1.00640956e-03 -3.38127470e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.01491306e-03 2.01281912e-03 -6.76254940e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00152237 0.00301923 -0.00010144] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00202983 0.00402564 -0.00013525] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00253728 0.00503205 -0.00016906] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00304474 0.00603846 -0.00020288] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0035522 0.00704487 -0.00023669] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00405965 0.00805128 -0.0002705 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00456711 0.00905769 -0.00030431] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00507457 0.0100641 -0.00033813] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00558202 0.01107051 -0.00037194] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00608948 0.01207691 -0.00040575] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00659693 0.01308332 -0.00043957] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00710439 0.01408973 -0.00047338] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00761185 0.01509614 -0.00050719] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0081193 0.01610255 -0.000541 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00862676 0.01710896 -0.00057482] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00913422 0.01811537 -0.00060863] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00964167 0.01912178 -0.00064244] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01014913 0.02012819 -0.00067625] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01065659 0.0211346 -0.00071007] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01116404 0.02214101 -0.00074388] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0116715 0.02314742 -0.00077769] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01217896 0.02415383 -0.00081151] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01268641 0.02516024 -0.00084532] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01319387 0.02616665 -0.00087913] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01370133 0.02717306 -0.00091294] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01420878 0.02817947 -0.00094676] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01471624 0.02918588 -0.00098057] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-5.22470617e-04 1.01639312e-03 -5.77129737e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00104494 0.00203279 -0.00011543] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00156741 0.00304918 -0.00017314] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00208988 0.00406557 -0.00023085] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00261235 0.00508197 -0.00028856] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00313482 0.00609836 -0.00034628] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00365729 0.00711475 -0.00040399] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00417976 0.00813114 -0.0004617 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00470224 0.00914754 -0.00051942] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00522471 0.01016393 -0.00057713] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00574718 0.01118032 -0.00063484] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00626965 0.01219672 -0.00069256] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00679212 0.01321311 -0.00075027] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00731459 0.0142295 -0.00080798] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00783706 0.0152459 -0.00086569] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00835953 0.01626229 -0.00092341] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.008882 0.01727868 -0.00098112] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00940447 0.01829508 -0.00103883] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00992694 0.01931147 -0.00109655] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01044941 0.02032786 -0.00115426] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01097188 0.02134426 -0.00121197] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01149435 0.02236065 -0.00126969] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01201682 0.02337704 -0.0013274 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01253929 0.02439343 -0.00138511] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01306177 0.02540983 -0.00144282] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01358424 0.02642622 -0.00150054] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01410671 0.02744261 -0.00155825] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01462918 0.02845901 -0.00161596] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01515165 0.0294754 -0.00167368] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00097553 0.00237258 0.00031872] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00195105 0.00474515 0.00063745] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00292658 0.00711773 0.00095617] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00390211 0.00949031 0.0012749 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00487763 0.01186289 0.00159362] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00585316 0.01423546 0.00191235] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00682869 0.01660804 0.00223107] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00780421 0.01898062 0.0025498 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00877974 0.0213532 0.00286852] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00975527 0.02372577 0.00318725] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0107308 0.02609835 0.00350597] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01170632 0.02847093 0.0038247 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01268185 0.0308435 0.00414342] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01365738 0.03321608 0.00446215] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0146329 0.03558866 0.00478087] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01560843 0.03796124 0.0050996 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01658396 0.04033381 0.00541832] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01755948 0.04270639 0.00573705] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01853501 0.04507897 0.00605577] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01951054 0.04745155 0.0063745 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02048606 0.04982412 0.00669322] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02146159 0.0521967 0.00701195] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02243712 0.05456928 0.00733067] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02341264 0.05694185 0.0076494 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02438817 0.05931443 0.00796812] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0253637 0.06168701 0.00828685] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02633922 0.06405959 0.00860557] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02731475 0.06643216 0.0089243 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02829028 0.06880474 0.00924302] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00052348 0.00093303 -0.00242499] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00104696 0.00186607 -0.00484999] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00157045 0.0027991 -0.00727498] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00209393 0.00373214 -0.00969998] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00261741 0.00466517 -0.01212497] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00314089 0.00559821 -0.01454996] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00366437 0.00653124 -0.01697496] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00418785 0.00746428 -0.01939995] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00471134 0.00839731 -0.02182495] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00523482 0.00933035 -0.02424994] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0057583 0.01026338 -0.02667494] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00628178 0.01119642 -0.02909993] ==--\n",
"\n",
"\n",
" ==== Counter 2100 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00680526 0.01212945 -0.03152492] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00732874 0.01306249 -0.03394992] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00785223 0.01399552 -0.03637491] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00837571 0.01492856 -0.03879991] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00889919 0.01586159 -0.0412249 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00942267 0.01679463 -0.04364989] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00994615 0.01772766 -0.04607489] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01046963 0.0186607 -0.04849988] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01099312 0.01959373 -0.05092488] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0115166 0.02052677 -0.05334987] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01204008 0.0214598 -0.05577486] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01256356 0.02239284 -0.05819986] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01308704 0.02332587 -0.06062485] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01361052 0.02425891 -0.06304985] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01413401 0.02519194 -0.06547484] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01465749 0.02612498 -0.06789983] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01518097 0.02705801 -0.07032483] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.96227882e-04 9.82010971e-04 -3.73355920e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-9.92455764e-04 1.96402194e-03 -7.46711840e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00148868 0.00294603 -0.00011201] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00198491 0.00392804 -0.00014934] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00248114 0.00491005 -0.00018668] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00297737 0.00589207 -0.00022401] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0034736 0.00687408 -0.00026135] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00396982 0.00785609 -0.00029868] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00446605 0.0088381 -0.00033602] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00496228 0.00982011 -0.00037336] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00545851 0.01080212 -0.00041069] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00595473 0.01178413 -0.00044803] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00645096 0.01276614 -0.00048536] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00694719 0.01374815 -0.0005227 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00744342 0.01473016 -0.00056003] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00793965 0.01571218 -0.00059737] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00843587 0.01669419 -0.00063471] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0089321 0.0176762 -0.00067204] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00942833 0.01865821 -0.00070938] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00992456 0.01964022 -0.00074671] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01042079 0.02062223 -0.00078405] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01091701 0.02160424 -0.00082138] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01141324 0.02258625 -0.00085872] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01190947 0.02356826 -0.00089605] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0124057 0.02455027 -0.00093339] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01290192 0.02553229 -0.00097073] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01339815 0.0265143 -0.00100806] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01389438 0.02749631 -0.0010454 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01439061 0.02847832 -0.00108273] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0005147 0.00100285 -0.00010592] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00102941 0.0020057 -0.00021185] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00154411 0.00300854 -0.00031777] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00205882 0.00401139 -0.0004237 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00257352 0.00501424 -0.00052962] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00308823 0.00601709 -0.00063555] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00360293 0.00701994 -0.00074147] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00411764 0.00802278 -0.0008474 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00463234 0.00902563 -0.00095332] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00514705 0.01002848 -0.00105925] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00566175 0.01103133 -0.00116517] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00617646 0.01203418 -0.0012711 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00669116 0.01303703 -0.00137702] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00720587 0.01403987 -0.00148295] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00772057 0.01504272 -0.00158887] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00823528 0.01604557 -0.0016948 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00874998 0.01704842 -0.00180072] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00926469 0.01805127 -0.00190665] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00977939 0.01905411 -0.00201257] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0102941 0.02005696 -0.0021185 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0108088 0.02105981 -0.00222442] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01132351 0.02206266 -0.00233035] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01183821 0.02306551 -0.00243627] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01235292 0.02406835 -0.00254219] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01286762 0.0250712 -0.00264812] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01338233 0.02607405 -0.00275404] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01389703 0.0270769 -0.00285997] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01441174 0.02807975 -0.00296589] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01492644 0.0290826 -0.00307182] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00084413 0.00289298 0.00090061] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00168827 0.00578596 0.00180122] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0025324 0.00867894 0.00270183] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00337653 0.01157192 0.00360244] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00422067 0.0144649 0.00450305] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0050648 0.01735788 0.00540367] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00590894 0.02025086 0.00630428] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00675307 0.02314384 0.00720489] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0075972 0.02603682 0.0081055 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00844134 0.0289298 0.00900611] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00928547 0.03182278 0.00990672] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0101296 0.03471576 0.01080733] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01097374 0.03760874 0.01170794] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01181787 0.04050172 0.01260855] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.012662 0.0433947 0.01350916] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01350614 0.04628768 0.01440977] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01435027 0.04918066 0.01531038] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0151944 0.05207363 0.016211 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01603854 0.05496661 0.01711161] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01688267 0.05785959 0.01801222] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01772681 0.06075257 0.01891283] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01857094 0.06364555 0.01981344] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01941507 0.06653853 0.02071405] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02025921 0.06943151 0.02161466] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02110334 0.07232449 0.02251527] ==--\n",
"\n",
"\n",
" ==== Counter 2200 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02194747 0.07521747 0.02341588] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02279161 0.07811045 0.02431649] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02363574 0.08100343 0.0252171 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02447987 0.08389641 0.02611772] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.25339959e-04 1.01700866e-03 -6.92186902e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00105068 0.00203402 -0.00013844] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00157602 0.00305103 -0.00020766] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00210136 0.00406803 -0.00027687] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0026267 0.00508504 -0.00034609] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00315204 0.00610205 -0.00041531] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00367738 0.00711906 -0.00048453] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00420272 0.00813607 -0.00055375] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00472806 0.00915308 -0.00062297] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0052534 0.01017009 -0.00069219] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00577874 0.0111871 -0.00076141] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00630408 0.0122041 -0.00083062] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00682942 0.01322111 -0.00089984] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00735476 0.01423812 -0.00096906] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0078801 0.01525513 -0.00103828] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00840544 0.01627214 -0.0011075 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00893078 0.01728915 -0.00117672] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00945612 0.01830616 -0.00124594] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00998146 0.01932316 -0.00131516] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0105068 0.02034017 -0.00138437] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01103214 0.02135718 -0.00145359] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01155748 0.02237419 -0.00152281] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01208282 0.0233912 -0.00159203] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01260816 0.02440821 -0.00166125] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0131335 0.02542522 -0.00173047] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01365884 0.02644223 -0.00179969] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01418418 0.02745923 -0.0018689 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01470952 0.02847624 -0.00193812] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01523486 0.02949325 -0.00200734] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00091669 0.00185668 -0.00193437] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00183338 0.00371336 -0.00386873] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00275007 0.00557004 -0.0058031 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00366677 0.00742673 -0.00773747] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00458346 0.00928341 -0.00967183] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00550015 0.01114009 -0.0116062 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00641684 0.01299677 -0.01354057] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00733353 0.01485345 -0.01547494] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00825022 0.01671013 -0.0174093 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00916692 0.01856681 -0.01934367] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01008361 0.0204235 -0.02127804] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0110003 0.02228018 -0.0232124 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01191699 0.02413686 -0.02514677] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01283368 0.02599354 -0.02708114] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01375037 0.02785022 -0.0290155 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01466706 0.0297069 -0.03094987] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01558376 0.03156359 -0.03288424] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01650045 0.03342027 -0.0348186 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01741714 0.03527695 -0.03675297] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01833383 0.03713363 -0.03868734] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01925052 0.03899031 -0.04062171] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02016721 0.04084699 -0.04255607] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02108391 0.04270367 -0.04449044] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0220006 0.04456036 -0.04642481] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02291729 0.04641704 -0.04835917] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02383398 0.04827372 -0.05029354] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02475067 0.0501304 -0.05222791] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02566736 0.05198708 -0.05416227] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02658406 0.05384376 -0.05609664] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00050954 0.00099223 -0.00012508] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00101907 0.00198446 -0.00025015] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00152861 0.00297669 -0.00037523] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00203814 0.00396892 -0.00050031] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00254768 0.00496115 -0.00062538] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00305721 0.00595338 -0.00075046] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00356675 0.00694561 -0.00087554] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00407628 0.00793784 -0.00100061] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00458582 0.00893007 -0.00112569] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00509535 0.0099223 -0.00125077] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00560489 0.01091453 -0.00137584] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00611442 0.01190676 -0.00150092] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00662396 0.01289899 -0.001626 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00713349 0.01389122 -0.00175108] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00764303 0.01488346 -0.00187615] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00815256 0.01587569 -0.00200123] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0086621 0.01686792 -0.00212631] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00917163 0.01786015 -0.00225138] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00968117 0.01885238 -0.00237646] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0101907 0.01984461 -0.00250154] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01070024 0.02083684 -0.00262661] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01120977 0.02182907 -0.00275169] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01171931 0.0228213 -0.00287677] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01222884 0.02381353 -0.00300184] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01273838 0.02480576 -0.00312692] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01324791 0.02579799 -0.003252 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01375745 0.02679022 -0.00337707] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01426698 0.02778245 -0.00350215] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01477652 0.02877468 -0.00362723] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00026351 0.00169847 0.00113265] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [0.00052703 0.00339694 0.0022653 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00079054 0.00509541 0.00339795] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00105405 0.00679387 0.0045306 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00131757 0.00849234 0.00566325] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00158108 0.01019081 0.0067959 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00184459 0.01188928 0.00792855] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00210811 0.01358775 0.0090612 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00237162 0.01528622 0.01019385] ==--\n",
"\n",
"\n",
" ==== Counter 2300 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00263513 0.01698469 0.0113265 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00289865 0.01868315 0.01245915] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00316216 0.02038162 0.0135918 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00342567 0.02208009 0.01472445] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00368919 0.02377856 0.0158571 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.0039527 0.02547703 0.01698975] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00421621 0.0271755 0.0181224 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00447973 0.02887396 0.01925505] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00474324 0.03057243 0.0203877 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00500675 0.0322709 0.02152035] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00527027 0.03396937 0.022653 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00553378 0.03566784 0.02378565] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00579729 0.03736631 0.0249183 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00606081 0.03906478 0.02605095] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00632432 0.04076324 0.0271836 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00658783 0.04246171 0.02831625] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00685135 0.04416018 0.0294489 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00711486 0.04585865 0.03058155] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00737837 0.04755712 0.0317142 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00764189 0.04925559 0.03284685] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.03809914e-04 8.35836508e-04 -3.88389859e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-8.07619827e-04 1.67167302e-03 -7.76779717e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00121143 0.00250751 -0.00011652] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00161524 0.00334335 -0.00015536] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00201905 0.00417918 -0.00019419] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00242286 0.00501502 -0.00023303] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00282667 0.00585086 -0.00027187] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00323048 0.00668669 -0.00031071] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00363429 0.00752253 -0.00034955] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0040381 0.00835837 -0.00038839] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00444191 0.0091942 -0.00042723] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00484572 0.01003004 -0.00046607] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00524953 0.01086587 -0.00050491] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00565334 0.01170171 -0.00054375] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00605715 0.01253755 -0.00058258] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00646096 0.01337338 -0.00062142] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00686477 0.01420922 -0.00066026] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00726858 0.01504506 -0.0006991 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00767239 0.01588089 -0.00073794] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0080762 0.01671673 -0.00077678] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00848001 0.01755257 -0.00081562] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00888382 0.0183884 -0.00085446] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00928763 0.01922424 -0.0008933 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00969144 0.02006008 -0.00093214] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01009525 0.02089591 -0.00097097] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01049906 0.02173175 -0.00100981] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01090287 0.02256759 -0.00104865] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01130668 0.02340342 -0.00108749] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01171049 0.02423926 -0.00112633] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.000818 0.00243271 0.00015476] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.001636 0.00486542 0.00030953] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.002454 0.00729812 0.00046429] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.003272 0.00973083 0.00061905] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00409 0.01216354 0.00077381] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.004908 0.01459625 0.00092858] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.005726 0.01702896 0.00108334] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.006544 0.01946166 0.0012381 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.007362 0.02189437 0.00139287] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00818 0.02432708 0.00154763] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.008998 0.02675979 0.00170239] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.009816 0.0291925 0.00185716] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.010634 0.0316252 0.00201192] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.011452 0.03405791 0.00216668] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01227 0.03649062 0.00232144] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.013088 0.03892333 0.00247621] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.013906 0.04135604 0.00263097] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.014724 0.04378875 0.00278573] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.015542 0.04622145 0.0029405 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01636 0.04865416 0.00309526] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.017178 0.05108687 0.00325002] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.017996 0.05351958 0.00340478] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.018814 0.05595229 0.00355955] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.019632 0.05838499 0.00371431] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02045 0.0608177 0.00386907] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.021268 0.06325041 0.00402384] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.022086 0.06568312 0.0041786 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.022904 0.06811583 0.00433336] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.023722 0.07054853 0.00448812] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00040324 0.00084825 -0.00013585] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00080647 0.0016965 -0.0002717 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00120971 0.00254474 -0.00040755] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00161295 0.00339299 -0.0005434 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00201619 0.00424124 -0.00067924] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00241942 0.00508949 -0.00081509] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00282266 0.00593773 -0.00095094] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0032259 0.00678598 -0.00108679] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00362914 0.00763423 -0.00122264] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00403237 0.00848248 -0.00135849] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00443561 0.00933073 -0.00149434] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00483885 0.01017897 -0.00163019] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00524208 0.01102722 -0.00176603] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00564532 0.01187547 -0.00190188] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00604856 0.01272372 -0.00203773] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0064518 0.01357196 -0.00217358] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00685503 0.01442021 -0.00230943] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00725827 0.01526846 -0.00244528] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00766151 0.01611671 -0.00258113] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00806474 0.01696495 -0.00271698] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00846798 0.0178132 -0.00285282] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00887122 0.01866145 -0.00298867] ==--\n",
"\n",
"\n",
" ==== Counter 2400 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00927446 0.0195097 -0.00312452] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00967769 0.02035795 -0.00326037] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01008093 0.02120619 -0.00339622] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01048417 0.02205444 -0.00353207] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01088741 0.02290269 -0.00366792] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01129064 0.02375094 -0.00380377] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01169388 0.02459918 -0.00393961] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00013786 0.00087898 -0.00175639] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00027572 0.00175797 -0.00351278] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00041358 0.00263695 -0.00526917] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00055144 0.00351594 -0.00702556] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0006893 0.00439492 -0.00878195] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00082716 0.00527391 -0.01053834] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00096502 0.00615289 -0.01229473] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00110288 0.00703188 -0.01405113] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00124074 0.00791086 -0.01580752] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00137861 0.00878985 -0.01756391] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00151647 0.00966883 -0.0193203 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00165433 0.01054782 -0.02107669] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00179219 0.0114268 -0.02283308] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00193005 0.01230579 -0.02458947] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00206791 0.01318477 -0.02634586] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00220577 0.01406376 -0.02810225] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00234363 0.01494274 -0.02985864] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00248149 0.01582173 -0.03161503] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00261935 0.01670071 -0.03337142] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00275721 0.0175797 -0.03512781] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00289507 0.01845868 -0.0368842 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00303293 0.01933767 -0.03864059] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00317079 0.02021665 -0.04039699] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00330865 0.02109564 -0.04215338] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00344651 0.02197462 -0.04390977] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00358437 0.02285361 -0.04566616] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00372223 0.02373259 -0.04742255] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0038601 0.02461158 -0.04917894] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00399796 0.02549056 -0.05093533] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00061375 0.00112421 -0.00012766] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00122751 0.00224843 -0.00025532] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00184126 0.00337264 -0.00038298] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00245501 0.00449685 -0.00051064] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00306877 0.00562107 -0.0006383 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00368252 0.00674528 -0.00076596] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00429628 0.00786949 -0.00089362] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00491003 0.00899371 -0.00102128] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00552378 0.01011792 -0.00114894] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00613754 0.01124213 -0.0012766 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00675129 0.01236635 -0.00140426] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00736504 0.01349056 -0.00153192] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0079788 0.01461477 -0.00165957] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00859255 0.01573899 -0.00178723] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00920631 0.0168632 -0.00191489] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00982006 0.01798742 -0.00204255] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01043381 0.01911163 -0.00217021] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01104757 0.02023584 -0.00229787] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01166132 0.02136006 -0.00242553] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01227507 0.02248427 -0.00255319] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01288883 0.02360848 -0.00268085] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01350258 0.0247327 -0.00280851] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01411634 0.02585691 -0.00293617] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01473009 0.02698112 -0.00306383] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01534384 0.02810534 -0.00319149] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0159576 0.02922955 -0.00331915] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01657135 0.03035376 -0.00344681] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0171851 0.03147798 -0.00357447] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01779886 0.03260219 -0.00370213] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00101781 0.00160977 -0.00118662] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00203562 0.00321954 -0.00237325] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00305343 0.00482931 -0.00355987] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00407124 0.00643908 -0.0047465 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00508905 0.00804885 -0.00593312] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00610686 0.00965862 -0.00711975] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00712467 0.01126839 -0.00830637] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00814248 0.01287816 -0.009493 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00916029 0.01448793 -0.01067962] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0101781 0.0160977 -0.01186625] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01119591 0.01770747 -0.01305287] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01221372 0.01931724 -0.0142395 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01323153 0.02092701 -0.01542612] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01424933 0.02253678 -0.01661275] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01526714 0.02414655 -0.01779937] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01628495 0.02575632 -0.018986 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01730276 0.02736609 -0.02017262] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01832057 0.02897586 -0.02135925] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01933838 0.03058563 -0.02254587] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02035619 0.0321954 -0.0237325 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.021374 0.03380516 -0.02491912] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02239181 0.03541493 -0.02610575] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02340962 0.0370247 -0.02729237] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02442743 0.03863447 -0.028479 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02544524 0.04024424 -0.02966562] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02646305 0.04185401 -0.03085225] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02748086 0.04346378 -0.03203887] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02849867 0.04507355 -0.0332255 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02951648 0.04668332 -0.03441212] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.68589905e-04 1.07694713e-03 3.47086182e-06] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.13717981e-03 2.15389427e-03 6.94172364e-06] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.70576971e-03 3.23084140e-03 1.04125855e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.27435962e-03 4.30778853e-03 1.38834473e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.84294952e-03 5.38473567e-03 1.73543091e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.41153943e-03 6.46168280e-03 2.08251709e-05] ==--\n",
"\n",
"\n",
" ==== Counter 2500 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.98012933e-03 7.53862993e-03 2.42960327e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.54871924e-03 8.61557706e-03 2.77668946e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.11730914e-03 9.69252420e-03 3.12377564e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.68589905e-03 1.07694713e-02 3.47086182e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.25448895e-03 1.18464185e-02 3.81794800e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.82307886e-03 1.29233656e-02 4.16503419e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.39166876e-03 1.40003127e-02 4.51212037e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-7.96025867e-03 1.50772599e-02 4.85920655e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-8.52884857e-03 1.61542070e-02 5.20629273e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-9.09743848e-03 1.72311541e-02 5.55337891e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-9.66602838e-03 1.83081013e-02 5.90046510e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.02346183e-02 1.93850484e-02 6.24755128e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.08032082e-02 2.04619955e-02 6.59463746e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.13717981e-02 2.15389427e-02 6.94172364e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.19403880e-02 2.26158898e-02 7.28880982e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.25089779e-02 2.36928369e-02 7.63589601e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.30775678e-02 2.47697841e-02 7.98298219e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.36461577e-02 2.58467312e-02 8.33006837e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.42147476e-02 2.69236783e-02 8.67715455e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.47833375e-02 2.80006255e-02 9.02424073e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.53519274e-02 2.90775726e-02 9.37132692e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.59205173e-02 3.01545197e-02 9.71841310e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01648911 0.03123147 0.00010065] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00023638 0.00025478 -0.00102109] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00047275 0.00050956 -0.00204217] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00070913 0.00076434 -0.00306326] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00094551 0.00101912 -0.00408434] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00118189 0.0012739 -0.00510543] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00141826 0.00152868 -0.00612651] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00165464 0.00178346 -0.0071476 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00189102 0.00203824 -0.00816868] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0021274 0.00229302 -0.00918977] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00236377 0.0025478 -0.01021085] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00260015 0.00280258 -0.01123194] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00283653 0.00305736 -0.01225302] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00307291 0.00331214 -0.01327411] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00330928 0.00356692 -0.01429519] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00354566 0.0038217 -0.01531628] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00378204 0.00407648 -0.01633736] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00401842 0.00433126 -0.01735845] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00425479 0.00458604 -0.01837953] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00449117 0.00484081 -0.01940062] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00472755 0.00509559 -0.0204217 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00496393 0.00535037 -0.02144279] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0052003 0.00560515 -0.02246387] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00543668 0.00585993 -0.02348496] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00567306 0.00611471 -0.02450604] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00590944 0.00636949 -0.02552713] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00614581 0.00662427 -0.02654821] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00638219 0.00687905 -0.0275693 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00661857 0.00713383 -0.02859038] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00685495 0.00738861 -0.02961147] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00037129 0.00045027 -0.00122295] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00074257 0.00090055 -0.0024459 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00111386 0.00135082 -0.00366885] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00148514 0.00180109 -0.0048918 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00185643 0.00225137 -0.00611475] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00222771 0.00270164 -0.0073377 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.002599 0.00315191 -0.00856065] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00297029 0.00360219 -0.0097836 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00334157 0.00405246 -0.01100656] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00371286 0.00450273 -0.01222951] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00408414 0.00495301 -0.01345246] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00445543 0.00540328 -0.01467541] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00482672 0.00585355 -0.01589836] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.005198 0.00630383 -0.01712131] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00556929 0.0067541 -0.01834426] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00594057 0.00720438 -0.01956721] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00631186 0.00765465 -0.02079016] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00668314 0.00810492 -0.02201311] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00705443 0.0085552 -0.02323606] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00742572 0.00900547 -0.02445901] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.007797 0.00945574 -0.02568196] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00816829 0.00990602 -0.02690491] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00853957 0.01035629 -0.02812786] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00891086 0.01080656 -0.02935081] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00928215 0.01125684 -0.03057376] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00965343 0.01170711 -0.03179672] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01002472 0.01215738 -0.03301967] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.010396 0.01260766 -0.03424262] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01076729 0.01305793 -0.03546557] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.42442281e-04 1.05976154e-03 3.59722616e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.08488456e-03 2.11952309e-03 7.19445233e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00162733 0.00317928 0.00010792] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00216977 0.00423905 0.00014389] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00271221 0.00529881 0.00017986] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00325465 0.00635857 0.00021583] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0037971 0.00741833 0.00025181] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00433954 0.00847809 0.00028778] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00488198 0.00953785 0.00032375] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00542442 0.01059762 0.00035972] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00596687 0.01165738 0.00039569] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00650931 0.01271714 0.00043167] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00705175 0.0137769 0.00046764] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00759419 0.01483666 0.00050361] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00813663 0.01589642 0.00053958] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00867908 0.01695618 0.00057556] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00922152 0.01801595 0.00061153] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00976396 0.01907571 0.0006475 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0103064 0.02013547 0.00068347] ==--\n",
"\n",
"\n",
" ==== Counter 2600 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01084885 0.02119523 0.00071945] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01139129 0.02225499 0.00075542] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01193373 0.02331475 0.00079139] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01247617 0.02437452 0.00082736] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01301861 0.02543428 0.00086333] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01356106 0.02649404 0.00089931] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0141035 0.0275538 0.00093528] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01464594 0.02861356 0.00097125] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01518838 0.02967332 0.00100722] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01573083 0.03073308 0.0010432 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-9.88293374e-04 1.84002761e-03 -8.30410801e-07] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.97658675e-03 3.68005521e-03 -1.66082160e-06] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.96488012e-03 5.52008282e-03 -2.49123240e-06] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.95317349e-03 7.36011042e-03 -3.32164320e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.94146687e-03 9.20013803e-03 -4.15205400e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.92976024e-03 1.10401656e-02 -4.98246481e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.91805362e-03 1.28801932e-02 -5.81287561e-06] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.90634699e-03 1.47202208e-02 -6.64328641e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-8.89464036e-03 1.65602485e-02 -7.47369721e-06] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-9.88293374e-03 1.84002761e-02 -8.30410801e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.08712271e-02 2.02403037e-02 -9.13451881e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.18595205e-02 2.20803313e-02 -9.96492961e-06] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.28478139e-02 2.39203589e-02 -1.07953404e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.38361072e-02 2.57603865e-02 -1.16257512e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.48244006e-02 2.76004141e-02 -1.24561620e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.58126940e-02 2.94404417e-02 -1.32865728e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.68009874e-02 3.12804693e-02 -1.41169836e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.77892807e-02 3.31204969e-02 -1.49473944e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.87775741e-02 3.49605245e-02 -1.57778052e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.97658675e-02 3.68005521e-02 -1.66082160e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-2.07541608e-02 3.86405797e-02 -1.74386268e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-2.17424542e-02 4.04806073e-02 -1.82690376e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-2.27307476e-02 4.23206349e-02 -1.90994484e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-2.37190410e-02 4.41606625e-02 -1.99298592e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-2.47073343e-02 4.60006901e-02 -2.07602700e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-2.56956277e-02 4.78407178e-02 -2.15906808e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-2.66839211e-02 4.96807454e-02 -2.24210916e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-2.76722145e-02 5.15207730e-02 -2.32515024e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-2.86605078e-02 5.33608006e-02 -2.40819132e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-5.74748351e-04 1.07872745e-03 -3.61750110e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.14949670e-03 2.15745491e-03 -7.23500220e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00172425 0.00323618 -0.00010853] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00229899 0.00431491 -0.0001447 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00287374 0.00539364 -0.00018088] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00344849 0.00647236 -0.00021705] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00402324 0.00755109 -0.00025323] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00459799 0.00862982 -0.0002894 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00517274 0.00970855 -0.00032558] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00574748 0.01078727 -0.00036175] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00632223 0.011866 -0.00039793] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00689698 0.01294473 -0.0004341 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00747173 0.01402346 -0.00047028] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00804648 0.01510218 -0.00050645] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00862123 0.01618091 -0.00054263] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00919597 0.01725964 -0.0005788 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00977072 0.01833837 -0.00061498] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01034547 0.01941709 -0.00065115] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01092022 0.02049582 -0.00068733] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01149497 0.02157455 -0.0007235 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01206972 0.02265328 -0.00075968] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01264446 0.023732 -0.00079585] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01321921 0.02481073 -0.00083203] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01379396 0.02588946 -0.0008682 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01436871 0.02696819 -0.00090438] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01494346 0.02804691 -0.00094055] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01551821 0.02912564 -0.00097673] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01609295 0.03020437 -0.0010129 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0166677 0.0312831 -0.00104908] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-5.34238754e-04 1.03785466e-03 1.77586190e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.06847751e-03 2.07570932e-03 3.55172381e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.60271626e-03 3.11356397e-03 5.32758571e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.13695502e-03 4.15141863e-03 7.10344761e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.67119377e-03 5.18927329e-03 8.87930951e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00320543 0.00622713 0.00010655] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00373967 0.00726498 0.00012431] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00427391 0.00830284 0.00014207] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00480815 0.00934069 0.00015983] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00534239 0.01037855 0.00017759] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00587663 0.0114164 0.00019534] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00641087 0.01245426 0.0002131 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0069451 0.01349211 0.00023086] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00747934 0.01452997 0.00024862] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00801358 0.01556782 0.00026638] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00854782 0.01660567 0.00028414] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00908206 0.01764353 0.0003019 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0096163 0.01868138 0.00031966] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01015054 0.01971924 0.00033741] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01068478 0.02075709 0.00035517] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01121901 0.02179495 0.00037293] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01175325 0.0228328 0.00039069] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01228749 0.02387066 0.00040845] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01282173 0.02490851 0.00042621] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01335597 0.02594637 0.00044397] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01389021 0.02698422 0.00046172] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01442445 0.02802208 0.00047948] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01495869 0.02905993 0.00049724] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01549292 0.03009779 0.000515 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [7.90386667e-05 1.73943618e-03 8.12278242e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [0.00015808 0.00347887 0.00016246] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 4 steps\n",
"--== epsi [0.00023712 0.00521831 0.00024368] ==--\n",
"\n",
"\n",
" ==== Counter 2700 ====\n",
"\n",
"\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [0.00031615 0.00695774 0.00032491] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00039519 0.00869718 0.00040614] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00047423 0.01043662 0.00048737] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00055327 0.01217605 0.00056859] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00063231 0.01391549 0.00064982] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00071135 0.01565493 0.00073105] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00079039 0.01739436 0.00081228] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00086943 0.0191338 0.00089351] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00094846 0.02087323 0.00097473] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.0010275 0.02261267 0.00105596] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00110654 0.02435211 0.00113719] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00118558 0.02609154 0.00121842] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00126462 0.02783098 0.00129965] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00134366 0.02957041 0.00138087] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.0014227 0.03130985 0.0014621 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00150173 0.03304929 0.00154333] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00158077 0.03478872 0.00162456] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00165981 0.03652816 0.00170578] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00173885 0.0382676 0.00178701] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00181789 0.04000703 0.00186824] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00189693 0.04174647 0.00194947] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00197597 0.0434859 0.0020307 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [0.00205501 0.04522534 0.00211192] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [0.00213404 0.04696478 0.00219315] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [0.00221308 0.04870421 0.00227438] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [0.00229212 0.05044365 0.00235561] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00048133 0.00164527 0.00068651] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00096266 0.00329053 0.00137303] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00144398 0.0049358 0.00205954] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00192531 0.00658106 0.00274606] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00240664 0.00822633 0.00343257] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00288797 0.0098716 0.00411909] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00336929 0.01151686 0.0048056 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00385062 0.01316213 0.00549211] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00433195 0.0148074 0.00617863] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00481328 0.01645266 0.00686514] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00529461 0.01809793 0.00755166] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00577593 0.01974319 0.00823817] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00625726 0.02138846 0.00892469] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00673859 0.02303373 0.0096112 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00721992 0.02467899 0.01029771] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00770125 0.02632426 0.01098423] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00818257 0.02796952 0.01167074] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0086639 0.02961479 0.01235726] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00914523 0.03126006 0.01304377] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00962656 0.03290532 0.01373029] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01010788 0.03455059 0.0144168 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01058921 0.03619586 0.01510331] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01107054 0.03784112 0.01578983] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01155187 0.03948639 0.01647634] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0120332 0.04113165 0.01716286] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01251452 0.04277692 0.01784937] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01299585 0.04442219 0.01853588] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01347718 0.04606745 0.0192224 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01395851 0.04771272 0.01990891] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-5.24238149e-04 1.02613454e-03 4.88554116e-06] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.04847630e-03 2.05226907e-03 9.77108232e-06] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.57271445e-03 3.07840361e-03 1.46566235e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.09695259e-03 4.10453814e-03 1.95421646e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.62119074e-03 5.13067268e-03 2.44277058e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.14542889e-03 6.15680722e-03 2.93132470e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.66966704e-03 7.18294175e-03 3.41987881e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.19390519e-03 8.20907629e-03 3.90843293e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-4.71814334e-03 9.23521082e-03 4.39698704e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.24238149e-03 1.02613454e-02 4.88554116e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.76661964e-03 1.12874799e-02 5.37409528e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-6.29085778e-03 1.23136144e-02 5.86264939e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.81509593e-03 1.33397490e-02 6.35120351e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.33933408e-03 1.43658835e-02 6.83975763e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-7.86357223e-03 1.53920180e-02 7.32831174e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-8.38781038e-03 1.64181526e-02 7.81686586e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-8.91204853e-03 1.74442871e-02 8.30541997e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-9.43628668e-03 1.84704216e-02 8.79397409e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-9.96052483e-03 1.94965562e-02 9.28252821e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.04847630e-02 2.05226907e-02 9.77108232e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.011009 0.02154883 0.0001026 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01153324 0.02257496 0.00010748] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01205748 0.02360109 0.00011237] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01258172 0.02462723 0.00011725] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01310595 0.02565336 0.00012214] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01363019 0.0266795 0.00012702] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01415443 0.02770563 0.00013191] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01467867 0.02873177 0.0001368 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01520291 0.0297579 0.00014168] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.22992441e-04 1.01901906e-03 2.82013453e-06] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.04598488e-03 2.03803812e-03 5.64026907e-06] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.56897732e-03 3.05705718e-03 8.46040360e-06] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.09196976e-03 4.07607624e-03 1.12805381e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.61496220e-03 5.09509530e-03 1.41006727e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.13795464e-03 6.11411436e-03 1.69208072e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.66094708e-03 7.13313342e-03 1.97409417e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.18393953e-03 8.15215248e-03 2.25610763e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.70693197e-03 9.17117154e-03 2.53812108e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.22992441e-03 1.01901906e-02 2.82013453e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.75291685e-03 1.12092097e-02 3.10214799e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.27590929e-03 1.22282287e-02 3.38416144e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.79890173e-03 1.32472478e-02 3.66617489e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-7.32189417e-03 1.42662668e-02 3.94818835e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-7.84488661e-03 1.52852859e-02 4.23020180e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-8.36787905e-03 1.63043050e-02 4.51221525e-05] ==--\n",
"\n",
"\n",
" ==== Counter 2800 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-8.89087149e-03 1.73233240e-02 4.79422871e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-9.41386393e-03 1.83423431e-02 5.07624216e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-9.93685637e-03 1.93613621e-02 5.35825561e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.04598488e-02 2.03803812e-02 5.64026907e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.09828413e-02 2.13994003e-02 5.92228252e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.15058337e-02 2.24184193e-02 6.20429597e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.20288261e-02 2.34374384e-02 6.48630942e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.25518186e-02 2.44564575e-02 6.76832288e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.30748110e-02 2.54754765e-02 7.05033633e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.35978035e-02 2.64944956e-02 7.33234978e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.41207959e-02 2.75135146e-02 7.61436324e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.46437883e-02 2.85325337e-02 7.89637669e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.51667808e-02 2.95515528e-02 8.17839014e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00070939 0.00189375 0.00069948] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00141879 0.0037875 0.00139896] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00212818 0.00568126 0.00209845] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00283758 0.00757501 0.00279793] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00354697 0.00946876 0.00349741] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00425637 0.01136251 0.00419689] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00496576 0.01325626 0.00489637] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00567515 0.01515001 0.00559586] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00638455 0.01704377 0.00629534] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00709394 0.01893752 0.00699482] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00780334 0.02083127 0.0076943 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00851273 0.02272502 0.00839379] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00922213 0.02461877 0.00909327] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00993152 0.02651252 0.00979275] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01064091 0.02840628 0.01049223] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01135031 0.03030003 0.01119171] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0120597 0.03219378 0.0118912 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0127691 0.03408753 0.01259068] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01347849 0.03598128 0.01329016] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01418789 0.03787503 0.01398964] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01489728 0.03976879 0.01468912] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01560667 0.04166254 0.01538861] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01631607 0.04355629 0.01608809] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01702546 0.04545004 0.01678757] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01773486 0.04734379 0.01748705] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01844425 0.04923754 0.01818654] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01915365 0.0511313 0.01888602] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01986304 0.05302505 0.0195855 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02057243 0.0549188 0.02028498] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00114751 0.00222559 -0.00113469] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00229501 0.00445119 -0.00226938] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00344252 0.00667678 -0.00340406] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00459003 0.00890237 -0.00453875] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00573754 0.01112797 -0.00567344] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00688504 0.01335356 -0.00680813] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00803255 0.01557915 -0.00794282] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00918006 0.01780475 -0.0090775 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01032757 0.02003034 -0.01021219] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01147507 0.02225593 -0.01134688] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01262258 0.02448152 -0.01248157] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01377009 0.02670712 -0.01361625] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0149176 0.02893271 -0.01475094] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0160651 0.0311583 -0.01588563] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01721261 0.0333839 -0.01702032] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01836012 0.03560949 -0.01815501] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01950763 0.03783508 -0.01928969] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02065513 0.04006068 -0.02042438] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02180264 0.04228627 -0.02155907] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02295015 0.04451186 -0.02269376] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02409765 0.04673746 -0.02382845] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02524516 0.04896305 -0.02496313] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02639267 0.05118864 -0.02609782] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02754018 0.05341424 -0.02723251] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02868768 0.05563983 -0.0283672 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02983519 0.05786542 -0.02950189] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0309827 0.06009102 -0.03063657] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03213021 0.06231661 -0.03177126] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03327771 0.0645422 -0.03290595] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.21369140e-04 1.01339525e-03 2.05700044e-06] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.04273828e-03 2.02679050e-03 4.11400088e-06] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.56410742e-03 3.04018575e-03 6.17100132e-06] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.08547656e-03 4.05358100e-03 8.22800176e-06] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.60684570e-03 5.06697625e-03 1.02850022e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.12821484e-03 6.08037150e-03 1.23420026e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.64958398e-03 7.09376675e-03 1.43990031e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.17095312e-03 8.10716200e-03 1.64560035e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.69232226e-03 9.12055725e-03 1.85130039e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.21369140e-03 1.01339525e-02 2.05700044e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-5.73506054e-03 1.11473477e-02 2.26270048e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.25642968e-03 1.21607430e-02 2.46840053e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-6.77779882e-03 1.31741382e-02 2.67410057e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-7.29916796e-03 1.41875335e-02 2.87980061e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.82053710e-03 1.52009287e-02 3.08550066e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-8.34190624e-03 1.62143240e-02 3.29120070e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-8.86327538e-03 1.72277192e-02 3.49690075e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-9.38464452e-03 1.82411145e-02 3.70260079e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-9.90601366e-03 1.92545097e-02 3.90830083e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.04273828e-02 2.02679050e-02 4.11400088e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.09487519e-02 2.12813002e-02 4.31970092e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.14701211e-02 2.22946955e-02 4.52540097e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.19914902e-02 2.33080907e-02 4.73110101e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.25128594e-02 2.43214860e-02 4.93680105e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.30342285e-02 2.53348812e-02 5.14250110e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.35555976e-02 2.63482765e-02 5.34820114e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.40769668e-02 2.73616717e-02 5.55390118e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.45983359e-02 2.83750670e-02 5.75960123e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.51197051e-02 2.93884622e-02 5.96530127e-05] ==--\n",
"\n",
"\n",
" ==== Counter 2900 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00102337 0.00163958 -0.00140722] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00204673 0.00327916 -0.00281444] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0030701 0.00491874 -0.00422165] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00409346 0.00655832 -0.00562887] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00511683 0.0081979 -0.00703609] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00614019 0.00983749 -0.00844331] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00716356 0.01147707 -0.00985052] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00818692 0.01311665 -0.01125774] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00921029 0.01475623 -0.01266496] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01023365 0.01639581 -0.01407218] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01125702 0.01803539 -0.01547939] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01228039 0.01967497 -0.01688661] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01330375 0.02131455 -0.01829383] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01432712 0.02295413 -0.01970105] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01535048 0.02459371 -0.02110827] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01637385 0.0262333 -0.02251548] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01739721 0.02787288 -0.0239227 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01842058 0.02951246 -0.02532992] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01944394 0.03115204 -0.02673714] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02046731 0.03279162 -0.02814435] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02149067 0.0344312 -0.02955157] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02251404 0.03607078 -0.03095879] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02353741 0.03771036 -0.03236601] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02456077 0.03934994 -0.03377323] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02558414 0.04098952 -0.03518044] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0266075 0.0426291 -0.03658766] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02763087 0.04426869 -0.03799488] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02865423 0.04590827 -0.0394021 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0296776 0.04754785 -0.04080931] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-5.22820317e-04 1.02191756e-03 4.55562582e-06] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.04564063e-03 2.04383512e-03 9.11125163e-06] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.56846095e-03 3.06575268e-03 1.36668774e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.09128127e-03 4.08767024e-03 1.82225033e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-2.61410159e-03 5.10958780e-03 2.27781291e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.13692190e-03 6.13150536e-03 2.73337549e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.65974222e-03 7.15342292e-03 3.18893807e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.18256254e-03 8.17534048e-03 3.64450065e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.70538285e-03 9.19725804e-03 4.10006323e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.22820317e-03 1.02191756e-02 4.55562582e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.75102349e-03 1.12410932e-02 5.01118840e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.27384381e-03 1.22630107e-02 5.46675098e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.79666412e-03 1.32849283e-02 5.92231356e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.31948444e-03 1.43068458e-02 6.37787614e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-7.84230476e-03 1.53287634e-02 6.83343872e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-8.36512507e-03 1.63506810e-02 7.28900131e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-8.88794539e-03 1.73725985e-02 7.74456389e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-9.41076571e-03 1.83945161e-02 8.20012647e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-9.93358603e-03 1.94164336e-02 8.65568905e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.04564063e-02 2.04383512e-02 9.11125163e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.09792267e-02 2.14602688e-02 9.56681421e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01150205 0.02248219 0.00010022] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01202487 0.0235041 0.00010478] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01254769 0.02452602 0.00010934] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01307051 0.02554794 0.00011389] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01359333 0.02656986 0.00011845] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01411615 0.02759177 0.000123 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01463897 0.02861369 0.00012756] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01516179 0.02963561 0.00013211] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00052549 0.00164724 0.00069524] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00105099 0.00329449 0.00139049] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00157648 0.00494173 0.00208573] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00210197 0.00658898 0.00278098] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00262746 0.00823622 0.00347622] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00315296 0.00988347 0.00417147] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00367845 0.01153071 0.00486671] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00420394 0.01317795 0.00556196] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00472943 0.0148252 0.0062572 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00525493 0.01647244 0.00695245] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00578042 0.01811969 0.00764769] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00630591 0.01976693 0.00834293] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00683141 0.02141417 0.00903818] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0073569 0.02306142 0.00973342] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00788239 0.02470866 0.01042867] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00840788 0.02635591 0.01112391] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00893338 0.02800315 0.01181916] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00945887 0.0296504 0.0125144 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00998436 0.03129764 0.01320965] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01050985 0.03294488 0.01390489] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01103535 0.03459213 0.01460014] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01156084 0.03623937 0.01529538] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01208633 0.03788662 0.01599062] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01261183 0.03953386 0.01668587] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01313732 0.0411811 0.01738111] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01366281 0.04282835 0.01807636] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0141883 0.04447559 0.0187716 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0147138 0.04612284 0.01946685] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01523929 0.04777008 0.02016209] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.42433692e-04 1.05219984e-03 2.55850509e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.08486738e-03 2.10439969e-03 5.11701017e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.62730108e-03 3.15659953e-03 7.67551526e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00216973 0.0042088 0.00010234] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00271217 0.005261 0.00012793] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0032546 0.0063132 0.00015351] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00379704 0.0073654 0.0001791 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00433947 0.0084176 0.00020468] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0048819 0.0094698 0.00023027] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00542434 0.010522 0.00025585] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00596677 0.0115742 0.00028144] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0065092 0.0126264 0.00030702] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00705164 0.0136786 0.00033261] ==--\n",
"\n",
"\n",
" ==== Counter 3000 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00759407 0.0147308 0.00035819] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00813651 0.015783 0.00038378] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00867894 0.0168352 0.00040936] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00922137 0.0178874 0.00043495] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00976381 0.0189396 0.00046053] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01030624 0.0199918 0.00048612] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01084867 0.021044 0.0005117 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01139111 0.0220962 0.00053729] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01193354 0.0231484 0.00056287] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01247597 0.0242006 0.00058846] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01301841 0.0252528 0.00061404] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01356084 0.026305 0.00063963] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01410328 0.0273572 0.00066521] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01464571 0.0284094 0.0006908 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01518814 0.0294616 0.00071638] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01573058 0.0305138 0.00074197] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-5.19653163e-04 1.00966454e-03 -6.16731445e-07] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.03930633e-03 2.01932908e-03 -1.23346289e-06] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.55895949e-03 3.02899362e-03 -1.85019433e-06] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.07861265e-03 4.03865816e-03 -2.46692578e-06] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.59826582e-03 5.04832270e-03 -3.08365722e-06] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.11791898e-03 6.05798724e-03 -3.70038867e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.63757214e-03 7.06765178e-03 -4.31712011e-06] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-4.15722531e-03 8.07731631e-03 -4.93385156e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.67687847e-03 9.08698085e-03 -5.55058300e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.19653163e-03 1.00966454e-02 -6.16731445e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.71618480e-03 1.11063099e-02 -6.78404589e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.23583796e-03 1.21159745e-02 -7.40077733e-06] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-6.75549113e-03 1.31256390e-02 -8.01750878e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-7.27514429e-03 1.41353036e-02 -8.63424022e-06] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.79479745e-03 1.51449681e-02 -9.25097167e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-8.31445062e-03 1.61546326e-02 -9.86770311e-06] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-8.83410378e-03 1.71642972e-02 -1.04844346e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-9.35375694e-03 1.81739617e-02 -1.11011660e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-9.87341011e-03 1.91836262e-02 -1.17178974e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.03930633e-02 2.01932908e-02 -1.23346289e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.09127164e-02 2.12029553e-02 -1.29513603e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.14323696e-02 2.22126199e-02 -1.35680918e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.19520228e-02 2.32222844e-02 -1.41848232e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.24716759e-02 2.42319489e-02 -1.48015547e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.29913291e-02 2.52416135e-02 -1.54182861e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.35109823e-02 2.62512780e-02 -1.60350176e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.40306354e-02 2.72609426e-02 -1.66517490e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.45502886e-02 2.82706071e-02 -1.72684804e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.50699417e-02 2.92802716e-02 -1.78852119e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00128859 0.00284728 -0.0006962 ] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00257719 0.00569456 -0.0013924 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00386578 0.00854185 -0.00208861] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00515437 0.01138913 -0.00278481] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00644296 0.01423641 -0.00348101] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00773156 0.01708369 -0.00417721] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00902015 0.01993097 -0.00487341] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01030874 0.02277825 -0.00556961] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01159733 0.02562554 -0.00626582] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01288593 0.02847282 -0.00696202] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01417452 0.0313201 -0.00765822] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01546311 0.03416738 -0.00835442] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01675171 0.03701466 -0.00905062] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0180403 0.03986194 -0.00974683] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01932889 0.04270923 -0.01044303] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02061748 0.04555651 -0.01113923] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02190608 0.04840379 -0.01183543] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02319467 0.05125107 -0.01253163] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02448326 0.05409835 -0.01322784] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02577186 0.05694563 -0.01392404] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02706045 0.05979292 -0.01462024] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02834904 0.0626402 -0.01531644] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02963763 0.06548748 -0.01601264] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03092623 0.06833476 -0.01670884] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03221482 0.07118204 -0.01740505] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03350341 0.07402933 -0.01810125] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.034792 0.07687661 -0.01879745] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0360806 0.07972389 -0.01949365] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03736919 0.08257117 -0.02018985] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.22592608e-04 1.01770527e-03 2.11954122e-06] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.04518522e-03 2.03541054e-03 4.23908244e-06] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.56777782e-03 3.05311580e-03 6.35862366e-06] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.09037043e-03 4.07082107e-03 8.47816489e-06] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.61296304e-03 5.08852634e-03 1.05977061e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.13555565e-03 6.10623161e-03 1.27172473e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.65814825e-03 7.12393687e-03 1.48367885e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.18074086e-03 8.14164214e-03 1.69563298e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.70333347e-03 9.15934741e-03 1.90758710e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.22592608e-03 1.01770527e-02 2.11954122e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.74851869e-03 1.11947579e-02 2.33149534e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.27111129e-03 1.22124632e-02 2.54344947e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.79370390e-03 1.32301685e-02 2.75540359e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-7.31629651e-03 1.42478737e-02 2.96735771e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.83888912e-03 1.52655790e-02 3.17931183e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-8.36148173e-03 1.62832843e-02 3.39126595e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-8.88407433e-03 1.73009896e-02 3.60322008e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-9.40666694e-03 1.83186948e-02 3.81517420e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-9.92925955e-03 1.93364001e-02 4.02712832e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.04518522e-02 2.03541054e-02 4.23908244e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.09744448e-02 2.13718106e-02 4.45103656e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.14970374e-02 2.23895159e-02 4.66299069e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.20196300e-02 2.34072212e-02 4.87494481e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.25422226e-02 2.44249264e-02 5.08689893e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.30648152e-02 2.54426317e-02 5.29885305e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.35874078e-02 2.64603370e-02 5.51080718e-05] ==--\n",
"\n",
"\n",
" ==== Counter 3100 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.41100004e-02 2.74780422e-02 5.72276130e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.46325930e-02 2.84957475e-02 5.93471542e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.51551856e-02 2.95134528e-02 6.14666954e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 1.23061013e-05 8.09258565e-04 -2.44370240e-03] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [ 2.46122025e-05 1.61851713e-03 -4.88740481e-03] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 3.69183038e-05 2.42777569e-03 -7.33110721e-03] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 4.92244050e-05 3.23703426e-03 -9.77480962e-03] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 6.15305063e-05 4.04629282e-03 -1.22185120e-02] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 7.38366075e-05 4.85555139e-03 -1.46622144e-02] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 8.61427088e-05 5.66480995e-03 -1.71059168e-02] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 9.84488100e-05 6.47406852e-03 -1.95496192e-02] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00011075 0.00728333 -0.02199332] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00012306 0.00809259 -0.02443702] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00013537 0.00890184 -0.02688073] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00014767 0.0097111 -0.02932443] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00015998 0.01052036 -0.03176813] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00017229 0.01132962 -0.03421183] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00018459 0.01213888 -0.03665554] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.0001969 0.01294814 -0.03909924] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.0002092 0.0137574 -0.04154294] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00022151 0.01456665 -0.04398664] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00023382 0.01537591 -0.04643035] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00024612 0.01618517 -0.04887405] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00025843 0.01699443 -0.05131775] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00027073 0.01780369 -0.05376145] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00028304 0.01861295 -0.05620516] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00029535 0.01942221 -0.05864886] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00030765 0.02023146 -0.06109256] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00031996 0.02104072 -0.06353626] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00033226 0.02184998 -0.06597996] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00034457 0.02265924 -0.06842367] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00035688 0.0234685 -0.07086737] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [ 1.71653656e-04 8.67159812e-05 -9.23461485e-04] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [ 0.00034331 0.00017343 -0.00184692] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [ 0.00051496 0.00026015 -0.00277038] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [ 0.00068661 0.00034686 -0.00369385] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [ 0.00085827 0.00043358 -0.00461731] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [ 0.00102992 0.0005203 -0.00554077] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [ 0.00120158 0.00060701 -0.00646423] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00137323 0.00069373 -0.00738769] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00154488 0.00078044 -0.00831115] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00171654 0.00086716 -0.00923461] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00188819 0.00095388 -0.01015808] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00205984 0.00104059 -0.01108154] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.0022315 0.00112731 -0.012005 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00240315 0.00121402 -0.01292846] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.0025748 0.00130074 -0.01385192] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00274646 0.00138746 -0.01477538] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00291811 0.00147417 -0.01569885] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00308977 0.00156089 -0.01662231] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00326142 0.0016476 -0.01754577] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00343307 0.00173432 -0.01846923] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00360473 0.00182104 -0.01939269] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00377638 0.00190775 -0.02031615] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00394803 0.00199447 -0.02123961] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00411969 0.00208118 -0.02216308] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00429134 0.0021679 -0.02308654] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.004463 0.00225462 -0.02401 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [ 0.00463465 0.00234133 -0.02493346] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.0048063 0.00242805 -0.02585692] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 0.00497796 0.00251476 -0.02678038] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.27034883e-04 1.02340593e-03 1.17001905e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.05406977e-03 2.04681187e-03 2.34003810e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.58110465e-03 3.07021780e-03 3.51005715e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.10813953e-03 4.09362373e-03 4.68007620e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.63517442e-03 5.11702966e-03 5.85009525e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.1622093e-03 6.1404356e-03 7.0201143e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.68924418e-03 7.16384153e-03 8.19013335e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.21627907e-03 8.18724746e-03 9.36015240e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00474331 0.00921065 0.0001053 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00527035 0.01023406 0.000117 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00579738 0.01125747 0.0001287 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00632442 0.01228087 0.0001404 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00685145 0.01330428 0.0001521 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00737849 0.01432768 0.0001638 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00790552 0.01535109 0.0001755 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00843256 0.01637449 0.0001872 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00895959 0.0173979 0.0001989 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00948663 0.01842131 0.0002106 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01001366 0.01944471 0.0002223 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0105407 0.02046812 0.000234 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01106773 0.02149152 0.0002457 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01159477 0.02251493 0.0002574 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0121218 0.02353834 0.0002691 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01264884 0.02456174 0.0002808 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01317587 0.02558515 0.0002925 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01370291 0.02660855 0.0003042 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01422994 0.02763196 0.00031591] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01475698 0.02865537 0.00032761] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01528401 0.02967877 0.00033931] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00035137 0.00107015 -0.00248938] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00070274 0.00214029 -0.00497875] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0010541 0.00321044 -0.00746813] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00140547 0.00428058 -0.0099575 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00175684 0.00535073 -0.01244688] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00210821 0.00642087 -0.01493626] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00245957 0.00749102 -0.01742563] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00281094 0.00856116 -0.01991501] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00316231 0.00963131 -0.02240439] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00351368 0.01070145 -0.02489376] ==--\n",
"\n",
"\n",
" ==== Counter 3200 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00386505 0.0117716 -0.02738314] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00421641 0.01284174 -0.02987251] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00456778 0.01391189 -0.03236189] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00491915 0.01498203 -0.03485127] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00527052 0.01605218 -0.03734064] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00562189 0.01712233 -0.03983002] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00597325 0.01819247 -0.04231939] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00632462 0.01926262 -0.04480877] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00667599 0.02033276 -0.04729815] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00702736 0.02140291 -0.04978752] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00737872 0.02247305 -0.0522769 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00773009 0.0235432 -0.05476627] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00808146 0.02461334 -0.05725565] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00843283 0.02568349 -0.05974503] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0087842 0.02675363 -0.0622344 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00913556 0.02782378 -0.06472378] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00948693 0.02889392 -0.06721316] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0098383 0.02996407 -0.06970253] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01018967 0.03103421 -0.07219191] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.22118933e-04 1.01456326e-03 1.25415837e-06] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.04423787e-03 2.02912652e-03 2.50831675e-06] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.56635680e-03 3.04368979e-03 3.76247512e-06] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.08847573e-03 4.05825305e-03 5.01663349e-06] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.61059467e-03 5.07281631e-03 6.27079187e-06] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.13271360e-03 6.08737957e-03 7.52495024e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.65483253e-03 7.10194283e-03 8.77910861e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.17695147e-03 8.11650610e-03 1.00332670e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.69907040e-03 9.13106936e-03 1.12874254e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.22118933e-03 1.01456326e-02 1.25415837e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.74330827e-03 1.11601959e-02 1.37957421e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.26542720e-03 1.21747591e-02 1.50499005e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-6.78754613e-03 1.31893224e-02 1.63040589e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-7.30966507e-03 1.42038857e-02 1.75582172e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.83178400e-03 1.52184489e-02 1.88123756e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-8.35390293e-03 1.62330122e-02 2.00665340e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-8.87602186e-03 1.72475755e-02 2.13206923e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-9.39814080e-03 1.82621387e-02 2.25748507e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-9.92025973e-03 1.92767020e-02 2.38290091e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.04423787e-02 2.02912652e-02 2.50831675e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.09644976e-02 2.13058285e-02 2.63373258e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.14866165e-02 2.23203918e-02 2.75914842e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.20087355e-02 2.33349550e-02 2.88456426e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.25308544e-02 2.43495183e-02 3.00998010e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.30529733e-02 2.53640815e-02 3.13539593e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.35750923e-02 2.63786448e-02 3.26081177e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.40972112e-02 2.73932081e-02 3.38622761e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.46193301e-02 2.84077713e-02 3.51164345e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.51414491e-02 2.94223346e-02 3.63705928e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-5.29127665e-04 1.04036769e-03 2.14852408e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.05825533e-03 2.08073538e-03 4.29704816e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.58738300e-03 3.12110307e-03 6.44557224e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.11651066e-03 4.16147076e-03 8.59409632e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00264564 0.00520184 0.00010743] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00317477 0.00624221 0.00012891] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00370389 0.00728257 0.0001504 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00423302 0.00832294 0.00017188] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00476215 0.00936331 0.00019337] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00529128 0.01040368 0.00021485] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0058204 0.01144404 0.00023634] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00634953 0.01248441 0.00025782] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00687866 0.01352478 0.00027931] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00740779 0.01456515 0.00030079] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00793691 0.01560552 0.00032228] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00846604 0.01664588 0.00034376] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00899517 0.01768625 0.00036525] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0095243 0.01872662 0.00038673] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01005343 0.01976699 0.00040822] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01058255 0.02080735 0.0004297 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01111168 0.02184772 0.00045119] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01164081 0.02288809 0.00047268] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01216994 0.02392846 0.00049416] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01269906 0.02496882 0.00051565] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01322819 0.02600919 0.00053713] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01375732 0.02704956 0.00055862] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01428645 0.02808993 0.0005801 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01481557 0.0291303 0.00060159] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0153447 0.03017066 0.00062307] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00030192 0.00191716 0.00086739] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00060384 0.00383432 0.00173479] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00090575 0.00575148 0.00260218] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00120767 0.00766864 0.00346957] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00150959 0.0095858 0.00433697] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00181151 0.01150295 0.00520436] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00211343 0.01342011 0.00607175] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00241535 0.01533727 0.00693915] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00271726 0.01725443 0.00780654] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00301918 0.01917159 0.00867394] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0033211 0.02108875 0.00954133] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00362302 0.02300591 0.01040872] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00392494 0.02492307 0.01127612] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00422686 0.02684023 0.01214351] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00452877 0.02875739 0.0130109 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00483069 0.03067454 0.0138783 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00513261 0.0325917 0.01474569] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00543453 0.03450886 0.01561308] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00573645 0.03642602 0.01648048] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00603837 0.03834318 0.01734787] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00634028 0.04026034 0.01821526] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0066422 0.0421775 0.01908266] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00694412 0.04409466 0.01995005] ==--\n",
"\n",
"\n",
" ==== Counter 3300 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00724604 0.04601182 0.02081745] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00754796 0.04792898 0.02168484] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00784988 0.04984613 0.02255223] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00815179 0.05176329 0.02341963] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00845371 0.05368045 0.02428702] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00875563 0.05559761 0.02515441] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00089762 0.0024841 0.00058068] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00179523 0.00496821 0.00116136] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00269285 0.00745231 0.00174204] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00359046 0.00993642 0.00232273] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00448808 0.01242052 0.00290341] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0053857 0.01490463 0.00348409] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00628331 0.01738873 0.00406477] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00718093 0.01987284 0.00464545] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00807855 0.02235694 0.00522613] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00897616 0.02484105 0.00580682] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00987378 0.02732515 0.0063875 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01077139 0.02980926 0.00696818] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01166901 0.03229336 0.00754886] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01256663 0.03477747 0.00812954] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01346424 0.03726157 0.00871022] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01436186 0.03974568 0.00929091] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01525948 0.04222978 0.00987159] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01615709 0.04471389 0.01045227] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01705471 0.04719799 0.01103295] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01795232 0.0496821 0.01161363] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01884994 0.0521662 0.01219431] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01974756 0.05465031 0.01277499] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02064517 0.05713441 0.01335568] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02154279 0.05961852 0.01393636] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02244041 0.06210262 0.01451704] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02333802 0.06458673 0.01509772] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02423564 0.06707083 0.0156784 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02513325 0.06955494 0.01625908] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02603087 0.07203904 0.01683977] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.31878173e-04 1.04733614e-03 2.90608513e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.06375635e-03 2.09467228e-03 5.81217027e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.59563452e-03 3.14200842e-03 8.71825540e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00212751 0.00418934 0.00011624] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00265939 0.00523668 0.0001453 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00319127 0.00628402 0.00017437] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00372315 0.00733135 0.00020343] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00425503 0.00837869 0.00023249] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0047869 0.00942603 0.00026155] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00531878 0.01047336 0.00029061] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00585066 0.0115207 0.00031967] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00638254 0.01256803 0.00034873] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00691442 0.01361537 0.00037779] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00744629 0.01466271 0.00040685] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00797817 0.01571004 0.00043591] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00851005 0.01675738 0.00046497] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00904193 0.01780471 0.00049403] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00957381 0.01885205 0.0005231 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01010569 0.01989939 0.00055216] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01063756 0.02094672 0.00058122] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01116944 0.02199406 0.00061028] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01170132 0.0230414 0.00063934] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0122332 0.02408873 0.0006684 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01276508 0.02513607 0.00069746] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01329695 0.0261834 0.00072652] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01382883 0.02723074 0.00075558] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01436071 0.02827808 0.00078464] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01489259 0.02932541 0.0008137 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01542447 0.03037275 0.00084276] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-5.86750900e-04 1.08378469e-03 -7.61266947e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.0011735 0.00216757 -0.00015225] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00176025 0.00325135 -0.00022838] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.002347 0.00433514 -0.00030451] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00293375 0.00541892 -0.00038063] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00352051 0.00650271 -0.00045676] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00410726 0.00758649 -0.00053289] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00469401 0.00867028 -0.00060901] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00528076 0.00975406 -0.00068514] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00586751 0.01083785 -0.00076127] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00645426 0.01192163 -0.00083739] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00704101 0.01300542 -0.00091352] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00762776 0.0140892 -0.00098965] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00821451 0.01517299 -0.00106577] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00880126 0.01625677 -0.0011419 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00938801 0.01734055 -0.00121803] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00997477 0.01842434 -0.00129415] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01056152 0.01950812 -0.00137028] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01114827 0.02059191 -0.00144641] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01173502 0.02167569 -0.00152253] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01232177 0.02275948 -0.00159866] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01290852 0.02384326 -0.00167479] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01349527 0.02492705 -0.00175091] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01408202 0.02601083 -0.00182704] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01466877 0.02709462 -0.00190317] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01525552 0.0281784 -0.00197929] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01584227 0.02926219 -0.00205542] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01642903 0.03034597 -0.00213155] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01701578 0.03142976 -0.00220767] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-2.11134128e-06 1.32361441e-03 3.18785855e-04] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-4.22268255e-06 2.64722882e-03 6.37571710e-04] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-6.33402383e-06 3.97084323e-03 9.56357566e-04] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-8.44536510e-06 5.29445764e-03 1.27514342e-03] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.05567064e-05 6.61807205e-03 1.59392928e-03] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.26680477e-05 7.94168646e-03 1.91271513e-03] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.47793889e-05 9.26530086e-03 2.23150099e-03] ==--\n",
"\n",
"\n",
" ==== Counter 3400 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.68907302e-05 1.05889153e-02 2.55028684e-03] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.90020715e-05 1.19125297e-02 2.86907270e-03] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-2.11134128e-05 1.32361441e-02 3.18785855e-03] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-2.32247540e-05 1.45597585e-02 3.50664441e-03] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-2.53360953e-05 1.58833729e-02 3.82543026e-03] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-2.74474366e-05 1.72069873e-02 4.14421612e-03] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-2.95587779e-05 1.85306017e-02 4.46300197e-03] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-3.16701191e-05 1.98542161e-02 4.78178783e-03] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-3.37814604e-05 2.11778305e-02 5.10057368e-03] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-3.58928017e-05 2.25014450e-02 5.41935954e-03] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-3.80041430e-05 2.38250594e-02 5.73814539e-03] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-4.01154842e-05 2.51486738e-02 6.05693125e-03] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-4.22268255e-05 2.64722882e-02 6.37571710e-03] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-4.43381668e-05 2.77959026e-02 6.69450296e-03] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.64495081e-05 2.91195170e-02 7.01328881e-03] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-4.85608493e-05 3.04431314e-02 7.33207467e-03] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-5.06721906e-05 3.17667458e-02 7.65086053e-03] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.27835319e-05 3.30903602e-02 7.96964638e-03] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.48948732e-05 3.44139746e-02 8.28843224e-03] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.70062144e-05 3.57375890e-02 8.60721809e-03] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.91175557e-05 3.70612035e-02 8.92600395e-03] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-6.12288970e-05 3.83848179e-02 9.24478980e-03] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00028396 0.00191471 0.00086203] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00056791 0.00382943 0.00172407] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00085187 0.00574414 0.0025861 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00113583 0.00765885 0.00344814] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00141979 0.00957356 0.00431017] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00170374 0.01148828 0.00517221] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0019877 0.01340299 0.00603424] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00227166 0.0153177 0.00689627] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00255561 0.01723241 0.00775831] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00283957 0.01914713 0.00862034] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00312353 0.02106184 0.00948238] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00340748 0.02297655 0.01034441] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00369144 0.02489126 0.01120645] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0039754 0.02680598 0.01206848] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00425936 0.02872069 0.01293051] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00454331 0.0306354 0.01379255] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00482727 0.03255011 0.01465458] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00511123 0.03446483 0.01551662] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00539518 0.03637954 0.01637865] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00567914 0.03829425 0.01724069] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0059631 0.04020896 0.01810272] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00624706 0.04212368 0.01896475] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00653101 0.04403839 0.01982679] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00681497 0.0459531 0.02068882] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00709893 0.04786781 0.02155086] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00738288 0.04978253 0.02241289] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00766684 0.05169724 0.02327493] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0079508 0.05361195 0.02413696] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00823475 0.05552666 0.02499899] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00059968 0.00110919 -0.00012361] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00119935 0.00221838 -0.00024722] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00179903 0.00332758 -0.00037084] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00239871 0.00443677 -0.00049445] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00299839 0.00554596 -0.00061806] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00359806 0.00665515 -0.00074167] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00419774 0.00776435 -0.00086529] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00479742 0.00887354 -0.0009889 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0053971 0.00998273 -0.00111251] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00599677 0.01109192 -0.00123612] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00659645 0.01220112 -0.00135974] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00719613 0.01331031 -0.00148335] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00779581 0.0144195 -0.00160696] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00839548 0.01552869 -0.00173057] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00899516 0.01663789 -0.00185419] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00959484 0.01774708 -0.0019778 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01019452 0.01885627 -0.00210141] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01079419 0.01996546 -0.00222502] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01139387 0.02107466 -0.00234863] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01199355 0.02218385 -0.00247225] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01259323 0.02329304 -0.00259586] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0131929 0.02440223 -0.00271947] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01379258 0.02551143 -0.00284308] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01439226 0.02662062 -0.0029667 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01499194 0.02772981 -0.00309031] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01559161 0.028839 -0.00321392] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01619129 0.0299482 -0.00333753] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01679097 0.03105739 -0.00346115] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01739064 0.03216658 -0.00358476] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00017124 0.00187447 0.00104351] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00034247 0.00374895 0.00208703] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00051371 0.00562342 0.00313054] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00068495 0.00749789 0.00417406] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00085618 0.00937236 0.00521757] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00102742 0.01124684 0.00626109] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00119866 0.01312131 0.0073046 ] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00136989 0.01499578 0.00834812] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00154113 0.01687026 0.00939163] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00171236 0.01874473 0.01043515] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0018836 0.0206192 0.01147866] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00205484 0.02249368 0.01252218] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00222607 0.02436815 0.01356569] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00239731 0.02624262 0.0146092 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00256855 0.02811709 0.01565272] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00273978 0.02999157 0.01669623] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00291102 0.03186604 0.01773975] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00308226 0.03374051 0.01878326] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00325349 0.03561499 0.01982678] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00342473 0.03748946 0.02087029] ==--\n",
"\n",
"\n",
" ==== Counter 3500 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00359597 0.03936393 0.02191381] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0037672 0.0412384 0.02295732] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00393844 0.04311288 0.02400084] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00410967 0.04498735 0.02504435] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00428091 0.04686182 0.02608786] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00445215 0.0487363 0.02713138] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00462338 0.05061077 0.02817489] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00479462 0.05248524 0.02921841] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00496586 0.05435972 0.03026192] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-5.73502217e-04 1.08131422e-03 3.73030050e-06] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.14700443e-03 2.16262845e-03 7.46060100e-06] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.72050665e-03 3.24394267e-03 1.11909015e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.29400887e-03 4.32525689e-03 1.49212020e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.86751108e-03 5.40657112e-03 1.86515025e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.44101330e-03 6.48788534e-03 2.23818030e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.01451552e-03 7.56919957e-03 2.61121035e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.58801773e-03 8.65051379e-03 2.98424040e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.16151995e-03 9.73182801e-03 3.35727045e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.73502217e-03 1.08131422e-02 3.73030050e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.30852438e-03 1.18944565e-02 4.10333055e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.88202660e-03 1.29757707e-02 4.47636060e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.45552882e-03 1.40570849e-02 4.84939065e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-8.02903103e-03 1.51383991e-02 5.22242070e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-8.60253325e-03 1.62197134e-02 5.59545075e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-9.17603547e-03 1.73010276e-02 5.96848080e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-9.74953769e-03 1.83823418e-02 6.34151085e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.03230399e-02 1.94636560e-02 6.71454090e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.08965421e-02 2.05449702e-02 7.08757095e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.14700443e-02 2.16262845e-02 7.46060100e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.20435466e-02 2.27075987e-02 7.83363105e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.26170488e-02 2.37889129e-02 8.20666110e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.31905510e-02 2.48702271e-02 8.57969115e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.37640532e-02 2.59515414e-02 8.95272120e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.43375554e-02 2.70328556e-02 9.32575125e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.49110576e-02 2.81141698e-02 9.69878130e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01548456 0.02919548 0.00010072] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01605806 0.0302768 0.00010445] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01663156 0.03135811 0.00010818] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.51385946e-04 -1.64971162e-05 -4.64612185e-04] ==--\n",
"Succesfull convergence in 1 steps\n",
"--== epsi [-3.02771891e-04 -3.29942325e-05 -9.29224370e-04] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-4.54157837e-04 -4.94913487e-05 -1.39383656e-03] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-6.05543783e-04 -6.59884650e-05 -1.85844874e-03] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-7.56929728e-04 -8.24855812e-05 -2.32306093e-03] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-9.08315674e-04 -9.89826975e-05 -2.78767311e-03] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0010597 -0.00011548 -0.00325229] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00121109 -0.00013198 -0.0037169 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00136247 -0.00014847 -0.00418151] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00151386 -0.00016497 -0.00464612] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00166525 -0.00018147 -0.00511073] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00181663 -0.00019797 -0.00557535] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00196802 -0.00021446 -0.00603996] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0021194 -0.00023096 -0.00650457] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00227079 -0.00024746 -0.00696918] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00242218 -0.00026395 -0.00743379] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00257356 -0.00028045 -0.00789841] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00272495 -0.00029695 -0.00836302] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00287633 -0.00031345 -0.00882763] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00302772 -0.00032994 -0.00929224] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0031791 -0.00034644 -0.00975686] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00333049 -0.00036294 -0.01022147] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00348188 -0.00037943 -0.01068608] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00363326 -0.00039593 -0.01115069] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00378465 -0.00041243 -0.0116153 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00393603 -0.00042893 -0.01207992] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00408742 -0.00044542 -0.01254453] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00423881 -0.00046192 -0.01300914] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00439019 -0.00047842 -0.01347375] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-5.23904969e-04 1.02748516e-03 1.06515499e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.04780994e-03 2.05497032e-03 2.13030999e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.57171491e-03 3.08245548e-03 3.19546498e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.09561988e-03 4.10994064e-03 4.26061997e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.61952485e-03 5.13742580e-03 5.32577497e-05] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.14342982e-03 6.16491096e-03 6.39092996e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.66733479e-03 7.19239612e-03 7.45608496e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.19123976e-03 8.21988128e-03 8.52123995e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-4.71514473e-03 9.24736644e-03 9.58639494e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00523905 0.01027485 0.00010652] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00576295 0.01130234 0.00011717] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00628686 0.01232982 0.00012782] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00681076 0.01335731 0.00013847] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00733467 0.01438479 0.00014912] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00785857 0.01541228 0.00015977] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00838248 0.01643976 0.00017042] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00890638 0.01746725 0.00018108] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00943029 0.01849473 0.00019173] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00995419 0.01952222 0.00020238] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0104781 0.0205497 0.00021303] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.011002 0.02157719 0.00022368] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01152591 0.02260467 0.00023433] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01204981 0.02363216 0.00024499] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01257372 0.02465964 0.00025564] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01309762 0.02568713 0.00026629] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01362153 0.02671461 0.00027694] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01414543 0.0277421 0.00028759] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01466934 0.02876958 0.00029824] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01519324 0.02979707 0.00030889] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00042235 0.00023343 -0.00034417] ==--\n",
"Succesfull convergence in 1 steps\n",
"--== epsi [-0.00084469 0.00046685 -0.00068834] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00126704 0.00070028 -0.00103252] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00168939 0.00093371 -0.00137669] ==--\n",
"\n",
"\n",
" ==== Counter 3600 ====\n",
"\n",
"\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00211173 0.00116713 -0.00172086] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00253408 0.00140056 -0.00206503] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00295643 0.00163399 -0.0024092 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00337877 0.00186742 -0.00275338] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00380112 0.00210084 -0.00309755] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00422347 0.00233427 -0.00344172] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00464581 0.0025677 -0.00378589] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00506816 0.00280112 -0.00413006] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00549051 0.00303455 -0.00447424] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00591285 0.00326798 -0.00481841] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0063352 0.0035014 -0.00516258] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00675755 0.00373483 -0.00550675] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00717989 0.00396826 -0.00585092] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00760224 0.00420169 -0.0061951 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00802459 0.00443511 -0.00653927] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00844693 0.00466854 -0.00688344] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00886928 0.00490197 -0.00722761] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00929163 0.00513539 -0.00757178] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00971397 0.00536882 -0.00791596] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01013632 0.00560225 -0.00826013] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01055867 0.00583567 -0.0086043 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01098101 0.0060691 -0.00894847] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01140336 0.00630253 -0.00929264] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01182571 0.00653595 -0.00963681] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01224805 0.00676938 -0.00998099] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.000516 0.00099619 -0.00011297] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.001032 0.00199238 -0.00022595] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.001548 0.00298857 -0.00033892] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.002064 0.00398477 -0.0004519 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00258 0.00498096 -0.00056487] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.003096 0.00597715 -0.00067785] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.003612 0.00697334 -0.00079082] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.004128 0.00796953 -0.0009038 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.004644 0.00896572 -0.00101677] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00516 0.00996191 -0.00112975] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00567601 0.0109581 -0.00124272] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00619201 0.0119543 -0.0013557 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00670801 0.01295049 -0.00146867] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00722401 0.01394668 -0.00158165] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00774001 0.01494287 -0.00169462] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00825601 0.01593906 -0.0018076 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00877201 0.01693525 -0.00192057] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00928801 0.01793144 -0.00203355] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00980401 0.01892763 -0.00214652] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01032001 0.01992383 -0.0022595 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01083601 0.02092002 -0.00237247] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01135201 0.02191621 -0.00248545] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01186801 0.0229124 -0.00259842] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01238401 0.02390859 -0.0027114 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01290001 0.02490478 -0.00282437] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01341601 0.02590097 -0.00293735] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01393201 0.02689717 -0.00305032] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01444801 0.02789336 -0.0031633 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01496401 0.02888955 -0.00327627] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00042245 0.00082909 -0.00184119] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00084489 0.00165818 -0.00368237] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00126734 0.00248727 -0.00552356] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00168978 0.00331637 -0.00736475] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00211223 0.00414546 -0.00920593] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00253468 0.00497455 -0.01104712] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00295712 0.00580364 -0.01288831] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00337957 0.00663273 -0.01472949] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00380202 0.00746182 -0.01657068] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00422446 0.00829091 -0.01841186] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00464691 0.00912 -0.02025305] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00506935 0.0099491 -0.02209424] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0054918 0.01077819 -0.02393542] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00591425 0.01160728 -0.02577661] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00633669 0.01243637 -0.0276178 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00675914 0.01326546 -0.02945898] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00718158 0.01409455 -0.03130017] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00760403 0.01492364 -0.03314136] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00802648 0.01575273 -0.03498254] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00844892 0.01658183 -0.03682373] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00887137 0.01741092 -0.03866492] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00929382 0.01824001 -0.0405061 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00971626 0.0190691 -0.04234729] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01013871 0.01989819 -0.04418848] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01056115 0.02072728 -0.04602966] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0109836 0.02155637 -0.04787085] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01140605 0.02238546 -0.04971204] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01182849 0.02321456 -0.05155322] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01225094 0.02404365 -0.05339441] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0005961 0.00106026 -0.00032129] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00119221 0.00212051 -0.00064258] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00178831 0.00318077 -0.00096387] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00238441 0.00424103 -0.00128516] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00298052 0.00530129 -0.00160645] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00357662 0.00636154 -0.00192774] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00417272 0.0074218 -0.00224903] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00476883 0.00848206 -0.00257032] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00536493 0.00954231 -0.00289161] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00596103 0.01060257 -0.0032129 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00655713 0.01166283 -0.00353419] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00715324 0.01272309 -0.00385548] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00774934 0.01378334 -0.00417677] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00834544 0.0148436 -0.00449806] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00894155 0.01590386 -0.00481935] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00953765 0.01696411 -0.00514064] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01013375 0.01802437 -0.00546193] ==--\n",
"\n",
"\n",
" ==== Counter 3700 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01072986 0.01908463 -0.00578322] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01132596 0.02014489 -0.00610451] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01192206 0.02120514 -0.0064258 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01251817 0.0222654 -0.00674709] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01311427 0.02332566 -0.00706838] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01371037 0.02438592 -0.00738967] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01430648 0.02544617 -0.00771095] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01490258 0.02650643 -0.00803224] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01549868 0.02756669 -0.00835353] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01609478 0.02862694 -0.00867482] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01669089 0.0296872 -0.00899611] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01728699 0.03074746 -0.0093174 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00113586 0.00190649 -0.00048116] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00227172 0.00381298 -0.00096232] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00340758 0.00571947 -0.00144347] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00454344 0.00762597 -0.00192463] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0056793 0.00953246 -0.00240579] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00681516 0.01143895 -0.00288695] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00795102 0.01334544 -0.00336811] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00908688 0.01525193 -0.00384926] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01022274 0.01715842 -0.00433042] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0113586 0.01906491 -0.00481158] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01249446 0.02097141 -0.00529274] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01363032 0.0228779 -0.00577389] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01476618 0.02478439 -0.00625505] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01590204 0.02669088 -0.00673621] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0170379 0.02859737 -0.00721737] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01817376 0.03050386 -0.00769853] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01930962 0.03241035 -0.00817968] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02044548 0.03431685 -0.00866084] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02158134 0.03622334 -0.009142 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0227172 0.03812983 -0.00962316] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02385306 0.04003632 -0.01010432] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02498892 0.04194281 -0.01058547] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02612478 0.0438493 -0.01106663] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02726064 0.04575579 -0.01154779] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0283965 0.04766228 -0.01202895] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02953236 0.04956878 -0.01251011] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03066822 0.05147527 -0.01299126] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03180408 0.05338176 -0.01347242] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03293994 0.05528825 -0.01395358] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00055699 0.00105365 -0.00010049] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00111398 0.0021073 -0.00020099] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00167097 0.00316095 -0.00030148] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00222796 0.0042146 -0.00040197] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00278495 0.00526825 -0.00050246] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00334194 0.0063219 -0.00060296] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00389893 0.00737556 -0.00070345] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00445592 0.00842921 -0.00080394] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00501291 0.00948286 -0.00090443] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0055699 0.01053651 -0.00100493] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00612689 0.01159016 -0.00110542] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00668388 0.01264381 -0.00120591] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00724087 0.01369746 -0.0013064 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00779786 0.01475111 -0.0014069 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00835485 0.01580476 -0.00150739] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00891184 0.01685841 -0.00160788] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00946883 0.01791206 -0.00170837] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01002582 0.01896571 -0.00180887] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01058281 0.02001936 -0.00190936] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0111398 0.02107302 -0.00200985] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01169679 0.02212667 -0.00211034] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01225378 0.02318032 -0.00221084] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01281078 0.02423397 -0.00231133] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01336777 0.02528762 -0.00241182] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01392476 0.02634127 -0.00251231] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01448175 0.02739492 -0.00261281] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01503874 0.02844857 -0.0027133 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01559573 0.02950222 -0.00281379] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01615272 0.03055587 -0.00291428] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-5.24991922e-04 1.02146432e-03 -3.40439536e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.04998384e-03 2.04292863e-03 -6.80879071e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00157498 0.00306439 -0.00010213] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00209997 0.00408586 -0.00013618] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00262496 0.00510732 -0.00017022] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00314995 0.00612879 -0.00020426] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00367494 0.00715025 -0.00023831] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00419994 0.00817171 -0.00027235] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00472493 0.00919318 -0.0003064 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00524992 0.01021464 -0.00034044] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00577491 0.01123611 -0.00037448] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0062999 0.01225757 -0.00040853] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00682489 0.01327904 -0.00044257] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00734989 0.0143005 -0.00047662] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00787488 0.01532196 -0.00051066] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00839987 0.01634343 -0.0005447 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00892486 0.01736489 -0.00057875] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00944985 0.01838636 -0.00061279] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00997485 0.01940782 -0.00064684] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01049984 0.02042929 -0.00068088] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01102483 0.02145075 -0.00071492] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01154982 0.02247221 -0.00074897] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01207481 0.02349368 -0.00078301] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01259981 0.02451514 -0.00081705] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0131248 0.02553661 -0.0008511 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01364979 0.02655807 -0.00088514] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01417478 0.02757954 -0.00091919] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01469977 0.028601 -0.00095323] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01522477 0.02962247 -0.00098727] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-9.48271742e-04 1.65899652e-03 -5.22998722e-05] ==--\n",
"\n",
"\n",
" ==== Counter 3800 ====\n",
"\n",
"\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00189654 0.00331799 -0.0001046 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00284482 0.00497699 -0.0001569 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00379309 0.00663599 -0.0002092 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00474136 0.00829498 -0.0002615 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00568963 0.00995398 -0.0003138 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0066379 0.01161298 -0.0003661 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00758617 0.01327197 -0.0004184 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00853445 0.01493097 -0.0004707 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00948272 0.01658997 -0.000523 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01043099 0.01824896 -0.0005753 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01137926 0.01990796 -0.0006276 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01232753 0.02156695 -0.0006799 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0132758 0.02322595 -0.0007322 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01422408 0.02488495 -0.0007845 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01517235 0.02654394 -0.0008368 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01612062 0.02820294 -0.0008891 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01706889 0.02986194 -0.0009414 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01801716 0.03152093 -0.0009937 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01896543 0.03317993 -0.001046 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01991371 0.03483893 -0.0010983 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02086198 0.03649792 -0.0011506 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02181025 0.03815692 -0.0012029 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02275852 0.03981592 -0.0012552 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02370679 0.04147491 -0.0013075 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02465507 0.04313391 -0.0013598 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02560334 0.04479291 -0.0014121 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02655161 0.0464519 -0.0014644 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02749988 0.0481109 -0.0015167 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-5.26526618e-04 1.01561794e-03 -8.48781816e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00105305 0.00203124 -0.00016976] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00157958 0.00304685 -0.00025463] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00210611 0.00406247 -0.00033951] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00263263 0.00507809 -0.00042439] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00315916 0.00609371 -0.00050927] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00368569 0.00710933 -0.00059415] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00421221 0.00812494 -0.00067903] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00473874 0.00914056 -0.0007639 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00526527 0.01015618 -0.00084878] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00579179 0.0111718 -0.00093366] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00631832 0.01218742 -0.00101854] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00684485 0.01320303 -0.00110342] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00737137 0.01421865 -0.00118829] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0078979 0.01523427 -0.00127317] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00842443 0.01624989 -0.00135805] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00895095 0.01726551 -0.00144293] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00947748 0.01828112 -0.00152781] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01000401 0.01929674 -0.00161269] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01053053 0.02031236 -0.00169756] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01105706 0.02132798 -0.00178244] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01158359 0.02234359 -0.00186732] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01211011 0.02335921 -0.0019522 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01263664 0.02437483 -0.00203708] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01316317 0.02539045 -0.00212195] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01368969 0.02640607 -0.00220683] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01421622 0.02742168 -0.00229171] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01474275 0.0284373 -0.00237659] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01526927 0.02945292 -0.00246147] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00019287 0.00054233 -0.00183198] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00038575 0.00108466 -0.00366396] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00057862 0.001627 -0.00549594] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0007715 0.00216933 -0.00732792] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00096437 0.00271166 -0.0091599 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00115724 0.00325399 -0.01099188] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00135012 0.00379632 -0.01282386] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00154299 0.00433866 -0.01465584] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00173586 0.00488099 -0.01648783] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00192874 0.00542332 -0.01831981] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00212161 0.00596565 -0.02015179] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00231449 0.00650798 -0.02198377] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00250736 0.00705031 -0.02381575] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00270023 0.00759265 -0.02564773] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00289311 0.00813498 -0.02747971] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00308598 0.00867731 -0.02931169] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00327886 0.00921964 -0.03114367] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00347173 0.00976197 -0.03297565] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0036646 0.01030431 -0.03480763] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00385748 0.01084664 -0.03663961] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00405035 0.01138897 -0.03847159] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00424322 0.0119313 -0.04030357] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0044361 0.01247363 -0.04213555] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00462897 0.01301597 -0.04396753] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00482185 0.0135583 -0.04579951] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00501472 0.01410063 -0.04763149] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00520759 0.01464296 -0.04946348] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00540047 0.01518529 -0.05129546] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00559334 0.01572763 -0.05312744] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00043435 0.00071371 -0.00170258] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00086871 0.00142742 -0.00340516] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00130306 0.00214113 -0.00510774] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00173741 0.00285485 -0.00681032] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00217177 0.00356856 -0.00851291] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00260612 0.00428227 -0.01021549] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00304048 0.00499598 -0.01191807] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00347483 0.00570969 -0.01362065] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00390918 0.0064234 -0.01532323] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00434354 0.00713711 -0.01702581] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00477789 0.00785082 -0.01872839] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00521224 0.00856454 -0.02043097] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0056466 0.00927825 -0.02213356] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00608095 0.00999196 -0.02383614] ==--\n",
"\n",
"\n",
" ==== Counter 3900 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00651531 0.01070567 -0.02553872] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00694966 0.01141938 -0.0272413 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00738401 0.01213309 -0.02894388] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00781837 0.0128468 -0.03064646] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00825272 0.01356052 -0.03234904] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00868707 0.01427423 -0.03405162] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00912143 0.01498794 -0.03575421] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00955578 0.01570165 -0.03745679] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00999014 0.01641536 -0.03915937] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01042449 0.01712907 -0.04086195] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01085884 0.01784278 -0.04256453] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0112932 0.0185565 -0.04426711] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01172755 0.01927021 -0.04596969] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0121619 0.01998392 -0.04767227] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01259626 0.02069763 -0.04937486] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-5.30683453e-04 1.02545581e-03 -1.63184887e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.06136691e-03 2.05091163e-03 -3.26369774e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.59205036e-03 3.07636744e-03 -4.89554662e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.12273381e-03 4.10182325e-03 -6.52739549e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.65341727e-03 5.12727906e-03 -8.15924436e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.18410072e-03 6.15273488e-03 -9.79109323e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00371478 0.00717819 -0.00011423] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00424547 0.00820365 -0.00013055] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00477615 0.0092291 -0.00014687] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00530683 0.01025456 -0.00016318] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00583752 0.01128001 -0.0001795 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0063682 0.01230547 -0.00019582] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00689888 0.01333093 -0.00021214] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00742957 0.01435638 -0.00022846] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00796025 0.01538184 -0.00024478] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00849094 0.01640729 -0.0002611 ] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00902162 0.01743275 -0.00027741] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0095523 0.0184582 -0.00029373] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01008299 0.01948366 -0.00031005] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01061367 0.02050912 -0.00032637] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01114435 0.02153457 -0.00034269] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01167504 0.02256003 -0.00035901] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01220572 0.02358548 -0.00037533] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0127364 0.02461094 -0.00039164] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01326709 0.0256364 -0.00040796] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01379777 0.02666185 -0.00042428] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01432845 0.02768731 -0.0004406 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01485914 0.02871276 -0.00045692] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01538982 0.02973822 -0.00047324] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-5.17637193e-04 1.01384083e-03 -5.76842083e-06] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.03527439e-03 2.02768166e-03 -1.15368417e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.55291158e-03 3.04152249e-03 -1.73052625e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.07054877e-03 4.05536332e-03 -2.30736833e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.58818596e-03 5.06920414e-03 -2.88421041e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.10582316e-03 6.08304497e-03 -3.46105250e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.62346035e-03 7.09688580e-03 -4.03789458e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.14109754e-03 8.11072663e-03 -4.61473666e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.65873474e-03 9.12456746e-03 -5.19157874e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.17637193e-03 1.01384083e-02 -5.76842083e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-5.69400912e-03 1.11522491e-02 -6.34526291e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.21164632e-03 1.21660899e-02 -6.92210499e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-6.72928351e-03 1.31799308e-02 -7.49894708e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-7.24692070e-03 1.41937716e-02 -8.07578916e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.76455789e-03 1.52076124e-02 -8.65263124e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-8.28219509e-03 1.62214533e-02 -9.22947332e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-8.79983228e-03 1.72352941e-02 -9.80631541e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00931747 0.01824913 -0.00010383] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00983511 0.01926298 -0.0001096 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01035274 0.02027682 -0.00011537] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01087038 0.02129066 -0.00012114] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01138802 0.0223045 -0.00012691] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01190566 0.02331834 -0.00013267] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01242329 0.02433218 -0.00013844] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01294093 0.02534602 -0.00014421] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01345857 0.02635986 -0.00014998] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0139762 0.0273737 -0.00015575] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01449384 0.02838754 -0.00016152] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01501148 0.02940138 -0.00016728] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00090293 0.00234644 0.00051883] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00180587 0.00469288 0.00103766] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0027088 0.00703932 0.00155649] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00361174 0.00938576 0.00207533] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00451467 0.0117322 0.00259416] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00541761 0.01407864 0.00311299] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00632054 0.01642508 0.00363182] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00722348 0.01877152 0.00415065] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00812641 0.02111796 0.00466948] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00902935 0.0234644 0.00518831] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00993228 0.02581084 0.00570714] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01083521 0.02815728 0.00622598] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01173815 0.03050372 0.00674481] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01264108 0.03285015 0.00726364] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01354402 0.03519659 0.00778247] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01444695 0.03754303 0.0083013 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01534989 0.03988947 0.00882013] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01625282 0.04223591 0.00933896] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01715576 0.04458235 0.00985779] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01805869 0.04692879 0.01037663] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01896162 0.04927523 0.01089546] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01986456 0.05162167 0.01141429] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02076749 0.05396811 0.01193312] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02167043 0.05631455 0.01245195] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02257336 0.05866099 0.01297078] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0234763 0.06100743 0.01348961] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02437923 0.06335387 0.01400844] ==--\n",
"\n",
"\n",
" ==== Counter 4000 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02528217 0.06570031 0.01452728] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0261851 0.06804675 0.01504611] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-2.32490311e-04 9.65067121e-05 -3.85959411e-04] ==--\n",
"Succesfull convergence in 1 steps\n",
"--== epsi [-0.00046498 0.00019301 -0.00077192] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00069747 0.00028952 -0.00115788] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00092996 0.00038603 -0.00154384] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00116245 0.00048253 -0.0019298 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00139494 0.00057904 -0.00231576] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00162743 0.00067555 -0.00270172] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00185992 0.00077205 -0.00308768] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00209241 0.00086856 -0.00347363] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0023249 0.00096507 -0.00385959] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00255739 0.00106157 -0.00424555] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00278988 0.00115808 -0.00463151] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00302237 0.00125459 -0.00501747] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00325486 0.00135109 -0.00540343] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00348735 0.0014476 -0.00578939] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00371984 0.00154411 -0.00617535] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00395234 0.00164061 -0.00656131] ==--\n",
"Succesfull convergence in 5 steps\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"--== epsi [-0.00418483 0.00173712 -0.00694727] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00441732 0.00183363 -0.00733323] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00464981 0.00193013 -0.00771919] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0048823 0.00202664 -0.00810515] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00511479 0.00212315 -0.00849111] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00534728 0.00221965 -0.00887707] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00557977 0.00231616 -0.00926303] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00581226 0.00241267 -0.00964899] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00604475 0.00250917 -0.01003494] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00627724 0.00260568 -0.0104209 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00650973 0.00270219 -0.01080686] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00674222 0.00279869 -0.01119282] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.22992523e-04 1.01699476e-03 -4.03293774e-06] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.04598505e-03 2.03398953e-03 -8.06587549e-06] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.56897757e-03 3.05098429e-03 -1.20988132e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.09197009e-03 4.06797906e-03 -1.61317510e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.61496261e-03 5.08497382e-03 -2.01646887e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.13795514e-03 6.10196858e-03 -2.41976265e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.66094766e-03 7.11896335e-03 -2.82305642e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.18394018e-03 8.13595811e-03 -3.22635020e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.70693271e-03 9.15295288e-03 -3.62964397e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.22992523e-03 1.01699476e-02 -4.03293774e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.75291775e-03 1.11869424e-02 -4.43623152e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.27591028e-03 1.22039372e-02 -4.83952529e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.79890280e-03 1.32209319e-02 -5.24281907e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-7.32189532e-03 1.42379267e-02 -5.64611284e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.84488784e-03 1.52549215e-02 -6.04940662e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-8.36788037e-03 1.62719162e-02 -6.45270039e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-8.89087289e-03 1.72889110e-02 -6.85599416e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-9.41386541e-03 1.83059058e-02 -7.25928794e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-9.93685794e-03 1.93229005e-02 -7.66258171e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.04598505e-02 2.03398953e-02 -8.06587549e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.09828430e-02 2.13568900e-02 -8.46916926e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.15058355e-02 2.23738848e-02 -8.87246304e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.20288280e-02 2.33908796e-02 -9.27575681e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.25518206e-02 2.44078743e-02 -9.67905059e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01307481 0.02542487 -0.00010082] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01359781 0.02644186 -0.00010486] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0141208 0.02745886 -0.00010889] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01464379 0.02847585 -0.00011292] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01516678 0.02949285 -0.00011696] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-5.23655814e-04 1.01668661e-03 -1.99185089e-07] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.04731163e-03 2.03337323e-03 -3.98370178e-07] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.57096744e-03 3.05005984e-03 -5.97555266e-07] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.09462326e-03 4.06674645e-03 -7.96740355e-07] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.61827907e-03 5.08343306e-03 -9.95925444e-07] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.14193488e-03 6.10011968e-03 -1.19511053e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.66559070e-03 7.11680629e-03 -1.39429562e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.18924651e-03 8.13349290e-03 -1.59348071e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.71290232e-03 9.15017952e-03 -1.79266580e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.23655814e-03 1.01668661e-02 -1.99185089e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.76021395e-03 1.11835527e-02 -2.19103598e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.28386977e-03 1.22002394e-02 -2.39022107e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.80752558e-03 1.32169260e-02 -2.58940615e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-7.33118139e-03 1.42336126e-02 -2.78859124e-06] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.85483721e-03 1.52502992e-02 -2.98777633e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-8.37849302e-03 1.62669858e-02 -3.18696142e-06] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-8.90214883e-03 1.72836724e-02 -3.38614651e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-9.42580465e-03 1.83003590e-02 -3.58533160e-06] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-9.94946046e-03 1.93170456e-02 -3.78451669e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.04731163e-02 2.03337323e-02 -3.98370178e-06] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.09967721e-02 2.13504189e-02 -4.18288686e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.15204279e-02 2.23671055e-02 -4.38207195e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.20440837e-02 2.33837921e-02 -4.58125704e-06] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.25677395e-02 2.44004787e-02 -4.78044213e-06] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.30913953e-02 2.54171653e-02 -4.97962722e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.36150512e-02 2.64338519e-02 -5.17881231e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.41387070e-02 2.74505385e-02 -5.37799740e-06] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.46623628e-02 2.84672252e-02 -5.57718249e-06] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.51860186e-02 2.94839118e-02 -5.77636757e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.93717585e-05 1.49983119e-04 -8.13354221e-04] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00013874 0.00029997 -0.00162671] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00020812 0.00044995 -0.00244006] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00027749 0.00059993 -0.00325342] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00034686 0.00074992 -0.00406677] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00041623 0.0008999 -0.00488013] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0004856 0.00104988 -0.00569348] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00055497 0.00119986 -0.00650683] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00062435 0.00134985 -0.00732019] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00069372 0.00149983 -0.00813354] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00076309 0.00164981 -0.0089469 ] ==--\n",
"\n",
"\n",
" ==== Counter 4100 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00083246 0.0017998 -0.00976025] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00090183 0.00194978 -0.0105736 ] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0009712 0.00209976 -0.01138696] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00104058 0.00224975 -0.01220031] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00110995 0.00239973 -0.01301367] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00117932 0.00254971 -0.01382702] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00124869 0.0026997 -0.01464038] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00131806 0.00284968 -0.01545373] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00138744 0.00299966 -0.01626708] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00145681 0.00314965 -0.01708044] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00152618 0.00329963 -0.01789379] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00159555 0.00344961 -0.01870715] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00166492 0.00359959 -0.0195205 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00173429 0.00374958 -0.02033386] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00180367 0.00389956 -0.02114721] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00187304 0.00404954 -0.02196056] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00194241 0.00419953 -0.02277392] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00201178 0.00434951 -0.02358727] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-5.25529541e-04 1.02038451e-03 -1.06066162e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.05105908e-03 2.04076903e-03 -2.12132323e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.57658862e-03 3.06115354e-03 -3.18198485e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.10211816e-03 4.08153805e-03 -4.24264647e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.62764770e-03 5.10192256e-03 -5.30330809e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.15317725e-03 6.12230708e-03 -6.36396970e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.67870679e-03 7.14269159e-03 -7.42463132e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.20423633e-03 8.16307610e-03 -8.48529294e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.72976587e-03 9.18346061e-03 -9.54595456e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0052553 0.01020385 -0.00010607] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00578082 0.01122423 -0.00011667] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00630635 0.01224461 -0.00012728] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00683188 0.013265 -0.00013789] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00735741 0.01428538 -0.00014849] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00788294 0.01530577 -0.0001591 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00840847 0.01632615 -0.00016971] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.008934 0.01734654 -0.00018031] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00945953 0.01836692 -0.00019092] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00998506 0.01938731 -0.00020153] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01051059 0.02040769 -0.00021213] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01103612 0.02142807 -0.00022274] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01156165 0.02244846 -0.00023335] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01208718 0.02346884 -0.00024395] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01261271 0.02448923 -0.00025456] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01313824 0.02550961 -0.00026517] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01366377 0.02653 -0.00027577] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0141893 0.02755038 -0.00028638] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01471483 0.02857077 -0.00029699] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01524036 0.02959115 -0.00030759] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.20536233e-03 2.42408668e-03 2.59403122e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-2.41072466e-03 4.84817335e-03 5.18806245e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.61608699e-03 7.27226003e-03 7.78209367e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00482145 0.00969635 0.00010376] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00602681 0.01212043 0.0001297 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00723217 0.01454452 0.00015564] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00843754 0.01696861 0.00018158] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0096429 0.01939269 0.00020752] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01084826 0.02181678 0.00023346] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01205362 0.02424087 0.0002594 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01325899 0.02666495 0.00028534] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01446435 0.02908904 0.00031128] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01566971 0.03151313 0.00033722] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01687507 0.03393721 0.00036316] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01808043 0.0363613 0.0003891 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0192858 0.03878539 0.00041504] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02049116 0.04120947 0.00044099] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02169652 0.04363356 0.00046693] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02290188 0.04605765 0.00049287] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02410725 0.04848173 0.00051881] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02531261 0.05090582 0.00054475] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02651797 0.05332991 0.00057069] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02772333 0.05575399 0.00059663] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0289287 0.05817808 0.00062257] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03013406 0.06060217 0.00064851] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03133942 0.06302625 0.00067445] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03254478 0.06545034 0.00070039] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03375015 0.06787443 0.00072633] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03495551 0.07029851 0.00075227] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.32203247e-04 1.02808082e-03 -4.87560563e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.06440649e-03 2.05616164e-03 -9.75121126e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00159661 0.00308424 -0.00014627] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00212881 0.00411232 -0.00019502] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00266102 0.0051404 -0.00024378] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00319322 0.00616848 -0.00029254] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00372542 0.00719657 -0.00034129] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00425763 0.00822465 -0.00039005] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00478983 0.00925273 -0.0004388 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00532203 0.01028081 -0.00048756] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00585424 0.01130889 -0.00053632] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00638644 0.01233697 -0.00058507] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00691864 0.01336505 -0.00063383] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00745085 0.01439313 -0.00068258] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00798305 0.01542121 -0.00073134] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00851525 0.01644929 -0.0007801 ] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00904746 0.01747737 -0.00082885] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00957966 0.01850545 -0.00087761] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01011186 0.01953354 -0.00092637] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01064406 0.02056162 -0.00097512] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01117627 0.0215897 -0.00102388] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01170847 0.02261778 -0.00107263] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01224067 0.02364586 -0.00112139] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01277288 0.02467394 -0.00117015] ==--\n",
"\n",
"\n",
" ==== Counter 4200 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01330508 0.02570202 -0.0012189 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01383728 0.0267301 -0.00126766] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01436949 0.02775818 -0.00131641] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01490169 0.02878626 -0.00136517] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01543389 0.02981434 -0.00141393] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00031097 0.00069163 -0.00181589] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00062195 0.00138326 -0.00363178] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00093292 0.00207489 -0.00544768] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0012439 0.00276652 -0.00726357] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00155487 0.00345815 -0.00907946] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00186585 0.00414977 -0.01089535] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00217682 0.0048414 -0.01271125] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0024878 0.00553303 -0.01452714] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00279877 0.00622466 -0.01634303] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00310975 0.00691629 -0.01815892] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00342072 0.00760792 -0.01997482] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00373169 0.00829955 -0.02179071] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00404267 0.00899118 -0.0236066 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00435364 0.00968281 -0.02542249] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00466462 0.01037444 -0.02723839] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00497559 0.01106607 -0.02905428] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00528657 0.0117577 -0.03087017] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00559754 0.01244932 -0.03268606] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00590852 0.01314095 -0.03450196] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00621949 0.01383258 -0.03631785] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00653047 0.01452421 -0.03813374] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00684144 0.01521584 -0.03994963] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00715241 0.01590747 -0.04176553] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00746339 0.0165991 -0.04358142] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00777436 0.01729073 -0.04539731] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00808534 0.01798236 -0.0472132 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00839631 0.01867399 -0.0490291 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00870729 0.01936562 -0.05084499] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00901826 0.02005725 -0.05266088] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-5.39166029e-04 1.02981575e-03 -8.29550028e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00107833 0.00205963 -0.00016591] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0016175 0.00308945 -0.00024887] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00215666 0.00411926 -0.00033182] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00269583 0.00514908 -0.00041478] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.003235 0.00617889 -0.00049773] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00377416 0.00720871 -0.00058069] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00431333 0.00823853 -0.00066364] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00485249 0.00926834 -0.0007466 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00539166 0.01029816 -0.00082955] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00593083 0.01132797 -0.00091251] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00646999 0.01235779 -0.00099546] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00700916 0.0133876 -0.00107842] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00754832 0.01441742 -0.00116137] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00808749 0.01544724 -0.00124433] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00862666 0.01647705 -0.00132728] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00916582 0.01750687 -0.00141024] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00970499 0.01853668 -0.00149319] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01024415 0.0195665 -0.00157615] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01078332 0.02059632 -0.0016591 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01132249 0.02162613 -0.00174206] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01186165 0.02265595 -0.00182501] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01240082 0.02368576 -0.00190797] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01293998 0.02471558 -0.00199092] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01347915 0.02574539 -0.00207388] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01401832 0.02677521 -0.00215683] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01455748 0.02780503 -0.00223979] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01509665 0.02883484 -0.00232274] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01563581 0.02986466 -0.0024057 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00016159 0.00104964 0.00036374] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [0.00032319 0.00209928 0.00072747] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [0.00048478 0.00314893 0.00109121] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [0.00064637 0.00419857 0.00145495] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00080797 0.00524821 0.00181868] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00096956 0.00629785 0.00218242] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00113115 0.0073475 0.00254615] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00129274 0.00839714 0.00290989] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00145434 0.00944678 0.00327363] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00161593 0.01049642 0.00363736] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00177752 0.01154606 0.0040011 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00193912 0.01259571 0.00436484] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00210071 0.01364535 0.00472857] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.0022623 0.01469499 0.00509231] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.0024239 0.01574463 0.00545604] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00258549 0.01679427 0.00581978] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00274708 0.01784392 0.00618352] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00290867 0.01889356 0.00654725] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.00307027 0.0199432 0.00691099] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00323186 0.02099284 0.00727473] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00339345 0.02204249 0.00763846] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00355505 0.02309213 0.0080022 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00371664 0.02414177 0.00836594] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00387823 0.02519141 0.00872967] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00403983 0.02624105 0.00909341] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00420142 0.0272907 0.00945714] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [0.00436301 0.02834034 0.00982088] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.0045246 0.02938998 0.01018462] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [0.0046862 0.03043962 0.01054835] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.41159007e-04 1.03490485e-03 -5.03611271e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00108232 0.00206981 -0.00010072] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00162348 0.00310471 -0.00015108] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00216464 0.00413962 -0.00020144] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0027058 0.00517452 -0.00025181] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00324695 0.00620943 -0.00030217] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00378811 0.00724433 -0.00035253] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00432927 0.00827924 -0.00040289] ==--\n",
"\n",
"\n",
" ==== Counter 4300 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00487043 0.00931414 -0.00045325] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00541159 0.01034905 -0.00050361] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00595275 0.01138395 -0.00055397] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00649391 0.01241886 -0.00060433] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00703507 0.01345376 -0.00065469] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00757623 0.01448867 -0.00070506] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00811739 0.01552357 -0.00075542] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00865854 0.01655848 -0.00080578] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0091997 0.01759338 -0.00085614] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00974086 0.01862829 -0.0009065 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01028202 0.01966319 -0.00095686] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01082318 0.0206981 -0.00100722] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01136434 0.021733 -0.00105758] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0119055 0.02276791 -0.00110794] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01244666 0.02380281 -0.00115831] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01298782 0.02483772 -0.00120867] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01352898 0.02587262 -0.00125903] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01407013 0.02690753 -0.00130939] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01461129 0.02794243 -0.00135975] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01515245 0.02897734 -0.00141011] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01569361 0.03001224 -0.00146047] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00113616 0.00201403 -0.00063503] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00227231 0.00402807 -0.00127006] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00340847 0.0060421 -0.00190509] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00454462 0.00805614 -0.00254011] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00568078 0.01007017 -0.00317514] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00681694 0.0120842 -0.00381017] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00795309 0.01409824 -0.0044452 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00908925 0.01611227 -0.00508023] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0102254 0.01812631 -0.00571526] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01136156 0.02014034 -0.00635029] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01249772 0.02215437 -0.00698532] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01363387 0.02416841 -0.00762034] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01477003 0.02618244 -0.00825537] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01590618 0.02819648 -0.0088904 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01704234 0.03021051 -0.00952543] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0181785 0.03222454 -0.01016046] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01931465 0.03423858 -0.01079549] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02045081 0.03625261 -0.01143052] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02158696 0.03826665 -0.01206555] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02272312 0.04028068 -0.01270057] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02385927 0.04229471 -0.0133356 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02499543 0.04430875 -0.01397063] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02613159 0.04632278 -0.01460566] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02726774 0.04833681 -0.01524069] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0284039 0.05035085 -0.01587572] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02954005 0.05236488 -0.01651075] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03067621 0.05437892 -0.01714577] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03181237 0.05639295 -0.0177808 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03294852 0.05840698 -0.01841583] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0002753 0.00060232 -0.00164286] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00055061 0.00120463 -0.00328572] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00082591 0.00180695 -0.00492858] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00110122 0.00240927 -0.00657145] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00137652 0.00301158 -0.00821431] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00165182 0.0036139 -0.00985717] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00192713 0.00421621 -0.01150003] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00220243 0.00481853 -0.01314289] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00247773 0.00542085 -0.01478575] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00275304 0.00602316 -0.01642862] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00302834 0.00662548 -0.01807148] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00330365 0.0072278 -0.01971434] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00357895 0.00783011 -0.0213572 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00385425 0.00843243 -0.02300006] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00412956 0.00903474 -0.02464292] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00440486 0.00963706 -0.02628579] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00468016 0.01023938 -0.02792865] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00495547 0.01084169 -0.02957151] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00523077 0.01144401 -0.03121437] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00550608 0.01204633 -0.03285723] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00578138 0.01264864 -0.03450009] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00605668 0.01325096 -0.03614296] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00633199 0.01385327 -0.03778582] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00660729 0.01445559 -0.03942868] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00688259 0.01505791 -0.04107154] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0071579 0.01566022 -0.0427144 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0074332 0.01626254 -0.04435726] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00770851 0.01686486 -0.04600012] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00798381 0.01746717 -0.04764299] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-5.39928182e-04 1.03543162e-03 -2.43464965e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.07985636e-03 2.07086324e-03 -4.86929931e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.61978455e-03 3.10629487e-03 -7.30394896e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.15971273e-03 4.14172649e-03 -9.73859862e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00269964 0.00517716 -0.00012173] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00323957 0.00621259 -0.00014608] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0037795 0.00724802 -0.00017043] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00431943 0.00828345 -0.00019477] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00485935 0.00931888 -0.00021912] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00539928 0.01035432 -0.00024346] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00593921 0.01138975 -0.00026781] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00647914 0.01242518 -0.00029216] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00701907 0.01346061 -0.0003165 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00755899 0.01449604 -0.00034085] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00809892 0.01553147 -0.0003652 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00863885 0.01656691 -0.00038954] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00917878 0.01760234 -0.00041389] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00971871 0.01863777 -0.00043824] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01025864 0.0196732 -0.00046258] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01079856 0.02070863 -0.00048693] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01133849 0.02174406 -0.00051128] ==--\n",
"\n",
"\n",
" ==== Counter 4400 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01187842 0.0227795 -0.00053562] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01241835 0.02381493 -0.00055997] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01295828 0.02485036 -0.00058432] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0134982 0.02588579 -0.00060866] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01403813 0.02692122 -0.00063301] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01457806 0.02795665 -0.00065736] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01511799 0.02899209 -0.0006817 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01565792 0.03002752 -0.00070605] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00027993 0.00038869 -0.00119033] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00055985 0.00077738 -0.00238066] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00083978 0.00116608 -0.00357099] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0011197 0.00155477 -0.00476132] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00139963 0.00194346 -0.00595164] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00167956 0.00233215 -0.00714197] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00195948 0.00272084 -0.0083323 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00223941 0.00310954 -0.00952263] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00251934 0.00349823 -0.01071296] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00279926 0.00388692 -0.01190329] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00307919 0.00427561 -0.01309362] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00335911 0.0046643 -0.01428395] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00363904 0.005053 -0.01547428] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00391897 0.00544169 -0.01666461] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00419889 0.00583038 -0.01785493] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00447882 0.00621907 -0.01904526] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00475875 0.00660776 -0.02023559] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00503867 0.00699646 -0.02142592] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0053186 0.00738515 -0.02261625] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00559852 0.00777384 -0.02380658] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00587845 0.00816253 -0.02499691] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00615838 0.00855122 -0.02618724] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0064383 0.00893992 -0.02737757] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00671823 0.00932861 -0.0285679 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00699816 0.0097173 -0.02975822] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00727808 0.01010599 -0.03094855] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00755801 0.01049468 -0.03213888] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00783793 0.01088338 -0.03332921] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00811786 0.01127207 -0.03451954] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.55412393e-04 1.04646480e-03 -7.33971868e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00111082 0.00209293 -0.00014679] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00166624 0.00313939 -0.00022019] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00222165 0.00418586 -0.00029359] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00277706 0.00523232 -0.00036699] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00333247 0.00627879 -0.00044038] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00388789 0.00732525 -0.00051378] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0044433 0.00837172 -0.00058718] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00499871 0.00941818 -0.00066057] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00555412 0.01046465 -0.00073397] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00610954 0.01151111 -0.00080737] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00666495 0.01255758 -0.00088077] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00722036 0.01360404 -0.00095416] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00777577 0.01465051 -0.00102756] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00833119 0.01569697 -0.00110096] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0088866 0.01674344 -0.00117435] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00944201 0.0177899 -0.00124775] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00999742 0.01883637 -0.00132115] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01055284 0.01988283 -0.00139455] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01110825 0.0209293 -0.00146794] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01166366 0.02197576 -0.00154134] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01221907 0.02302223 -0.00161474] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01277449 0.02406869 -0.00168814] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0133299 0.02511516 -0.00176153] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01388531 0.02616162 -0.00183493] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01444072 0.02720808 -0.00190833] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01499613 0.02825455 -0.00198172] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01555155 0.02930101 -0.00205512] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01610696 0.03034748 -0.00212852] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-5.29864113e-04 1.02578882e-03 -1.37955024e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.05972823e-03 2.05157765e-03 -2.75910047e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.58959234e-03 3.07736647e-03 -4.13865071e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.11945645e-03 4.10315529e-03 -5.51820095e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.64932056e-03 5.12894411e-03 -6.89775119e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.17918468e-03 6.15473294e-03 -8.27730142e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.70904879e-03 7.18052176e-03 -9.65685166e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00423891 0.00820631 -0.00011036] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00476878 0.0092321 -0.00012416] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00529864 0.01025789 -0.00013796] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00582851 0.01128368 -0.00015175] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00635837 0.01230947 -0.00016555] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00688823 0.01333525 -0.00017934] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0074181 0.01436104 -0.00019314] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00794796 0.01538683 -0.00020693] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00847783 0.01641262 -0.00022073] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00900769 0.01743841 -0.00023452] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00953755 0.0184642 -0.00024832] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01006742 0.01948999 -0.00026211] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01059728 0.02051578 -0.00027591] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01112715 0.02154157 -0.00028971] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01165701 0.02256735 -0.0003035 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01218687 0.02359314 -0.0003173 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01271674 0.02461893 -0.00033109] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0132466 0.02564472 -0.00034489] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01377647 0.02667051 -0.00035868] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01430633 0.0276963 -0.00037248] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0148362 0.02872209 -0.00038627] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01536606 0.02974788 -0.00040007] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00123052 0.00197229 -0.00097841] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00246104 0.00394459 -0.00195682] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00369156 0.00591688 -0.00293522] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00492208 0.00788917 -0.00391363] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0061526 0.00986147 -0.00489204] ==--\n",
"\n",
"\n",
" ==== Counter 4500 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00738312 0.01183376 -0.00587045] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00861364 0.01380605 -0.00684886] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00984416 0.01577835 -0.00782726] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01107468 0.01775064 -0.00880567] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0123052 0.01972293 -0.00978408] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01353572 0.02169522 -0.01076249] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01476624 0.02366752 -0.0117409 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01599676 0.02563981 -0.0127193 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01722728 0.0276121 -0.01369771] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0184578 0.0295844 -0.01467612] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01968832 0.03155669 -0.01565453] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02091884 0.03352898 -0.01663294] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02214936 0.03550128 -0.01761134] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02337988 0.03747357 -0.01858975] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0246104 0.03944586 -0.01956816] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02584092 0.04141816 -0.02054657] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02707144 0.04339045 -0.02152498] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02830196 0.04536274 -0.02250338] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02953248 0.04733504 -0.02348179] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.030763 0.04930733 -0.0244602 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03199352 0.05127962 -0.02543861] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03322404 0.05325191 -0.02641702] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03445456 0.05522421 -0.02739543] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03568508 0.0571965 -0.02837383] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00103134 0.00181226 -0.00192091] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00206269 0.00362452 -0.00384183] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00309403 0.00543678 -0.00576274] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00412538 0.00724904 -0.00768365] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00515672 0.00906131 -0.00960457] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00618806 0.01087357 -0.01152548] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00721941 0.01268583 -0.01344639] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00825075 0.01449809 -0.01536731] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00928209 0.01631035 -0.01728822] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01031344 0.01812261 -0.01920914] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01134478 0.01993487 -0.02113005] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01237613 0.02174713 -0.02305096] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01340747 0.02355939 -0.02497188] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01443881 0.02537166 -0.02689279] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01547016 0.02718392 -0.0288137 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0165015 0.02899618 -0.03073462] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01753285 0.03080844 -0.03265553] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01856419 0.0326207 -0.03457644] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01959553 0.03443296 -0.03649736] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02062688 0.03624522 -0.03841827] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02165822 0.03805748 -0.04033918] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02268956 0.03986974 -0.0422601 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02372091 0.04168201 -0.04418101] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02475225 0.04349427 -0.04610193] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0257836 0.04530653 -0.04802284] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02681494 0.04711879 -0.04994375] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02784628 0.04893105 -0.05186467] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02887763 0.05074331 -0.05378558] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02990897 0.05255557 -0.05570649] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.22575044e-04 1.01723126e-03 -6.73800379e-06] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.04515009e-03 2.03446253e-03 -1.34760076e-05] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.56772513e-03 3.05169379e-03 -2.02140114e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.09030018e-03 4.06892505e-03 -2.69520152e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.61287522e-03 5.08615632e-03 -3.36900190e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.13545026e-03 6.10338758e-03 -4.04280228e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.65802531e-03 7.12061884e-03 -4.71660266e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.18060035e-03 8.13785011e-03 -5.39040303e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.70317540e-03 9.15508137e-03 -6.06420341e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.22575044e-03 1.01723126e-02 -6.73800379e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.74832548e-03 1.11895439e-02 -7.41180417e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.27090053e-03 1.22067752e-02 -8.08560455e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.79347557e-03 1.32240064e-02 -8.75940493e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-7.31605062e-03 1.42412377e-02 -9.43320531e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00783863 0.01525847 -0.00010107] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0083612 0.0162757 -0.00010781] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00888378 0.01729293 -0.00011455] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00940635 0.01831016 -0.00012128] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00992893 0.01932739 -0.00012802] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0104515 0.02034463 -0.00013476] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01097408 0.02136186 -0.0001415 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01149665 0.02237909 -0.00014824] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01201923 0.02339632 -0.00015497] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0125418 0.02441355 -0.00016171] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01306438 0.02543078 -0.00016845] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01358695 0.02644801 -0.00017519] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01410953 0.02746524 -0.00018193] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0146321 0.02848248 -0.00018866] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01515468 0.02949971 -0.0001954 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-5.23604940e-04 1.01652799e-03 -3.33232385e-08] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.04720988e-03 2.03305598e-03 -6.66464770e-08] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.57081482e-03 3.04958397e-03 -9.99697155e-08] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.09441976e-03 4.06611197e-03 -1.33292954e-07] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.61802470e-03 5.08263996e-03 -1.66616192e-07] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.14162964e-03 6.09916795e-03 -1.99939431e-07] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.66523458e-03 7.11569594e-03 -2.33262669e-07] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.18883952e-03 8.13222393e-03 -2.66585908e-07] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.71244446e-03 9.14875192e-03 -2.99909146e-07] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.23604940e-03 1.01652799e-02 -3.33232385e-07] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.75965434e-03 1.11818079e-02 -3.66555623e-07] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.28325928e-03 1.21983359e-02 -3.99878862e-07] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.80686422e-03 1.32148639e-02 -4.33202100e-07] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-7.33046915e-03 1.42313919e-02 -4.66525339e-07] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.85407409e-03 1.52479199e-02 -4.99848577e-07] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-8.37767903e-03 1.62644479e-02 -5.33171816e-07] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-8.90128397e-03 1.72809759e-02 -5.66495054e-07] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-9.42488891e-03 1.82975038e-02 -5.99818293e-07] ==--\n",
"\n",
"\n",
" ==== Counter 4600 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-9.94849385e-03 1.93140318e-02 -6.33141531e-07] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.04720988e-02 2.03305598e-02 -6.66464770e-07] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.09957037e-02 2.13470878e-02 -6.99788008e-07] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.15193087e-02 2.23636158e-02 -7.33111247e-07] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.20429136e-02 2.33801438e-02 -7.66434485e-07] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.25665186e-02 2.43966718e-02 -7.99757724e-07] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.30901235e-02 2.54131998e-02 -8.33080962e-07] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.36137284e-02 2.64297278e-02 -8.66404201e-07] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.41373334e-02 2.74462558e-02 -8.99727439e-07] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.46609383e-02 2.84627838e-02 -9.33050678e-07] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.51845432e-02 2.94793118e-02 -9.66373916e-07] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00120207 0.00226323 -0.0007884 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00240414 0.00452646 -0.00157679] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00360621 0.00678969 -0.00236519] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00480828 0.00905292 -0.00315359] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00601034 0.01131615 -0.00394198] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00721241 0.01357937 -0.00473038] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00841448 0.0158426 -0.00551878] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00961655 0.01810583 -0.00630717] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01081862 0.02036906 -0.00709557] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01202069 0.02263229 -0.00788397] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01322276 0.02489552 -0.00867236] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01442483 0.02715875 -0.00946076] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0156269 0.02942198 -0.01024916] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01682896 0.03168521 -0.01103755] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01803103 0.03394844 -0.01182595] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0192331 0.03621166 -0.01261435] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02043517 0.03847489 -0.01340274] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02163724 0.04073812 -0.01419114] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02283931 0.04300135 -0.01497954] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02404138 0.04526458 -0.01576794] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02524345 0.04752781 -0.01655633] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02644552 0.04979104 -0.01734473] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02764758 0.05205427 -0.01813313] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02884965 0.0543175 -0.01892152] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03005172 0.05658073 -0.01970992] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03125379 0.05884396 -0.02049832] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03245586 0.06110718 -0.02128671] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03365793 0.06337041 -0.02207511] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03486 0.06563364 -0.02286351] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00023747 0.00036822 -0.00144659] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00047493 0.00073644 -0.00289318] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0007124 0.00110466 -0.00433977] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00094987 0.00147288 -0.00578636] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00118734 0.0018411 -0.00723295] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0014248 0.00220933 -0.00867954] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00166227 0.00257755 -0.01012613] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00189974 0.00294577 -0.01157272] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00213721 0.00331399 -0.01301931] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00237467 0.00368221 -0.0144659 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00261214 0.00405043 -0.01591249] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00284961 0.00441865 -0.01735908] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00308708 0.00478687 -0.01880567] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00332454 0.00515509 -0.02025226] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00356201 0.00552331 -0.02169885] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00379948 0.00589153 -0.02314544] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00403694 0.00625975 -0.02459203] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00427441 0.00662798 -0.02603862] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00451188 0.0069962 -0.02748521] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00474935 0.00736442 -0.0289318 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00498681 0.00773264 -0.03037839] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00522428 0.00810086 -0.03182498] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00546175 0.00846908 -0.03327157] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00569922 0.0088373 -0.03471816] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00593668 0.00920552 -0.03616475] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00617415 0.00957374 -0.03761134] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00641162 0.00994196 -0.03905793] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00664908 0.01031018 -0.04050452] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00688655 0.01067841 -0.04195111] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.23746545e-04 1.01655863e-03 1.20504312e-07] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.04749309e-03 2.03311726e-03 2.41008624e-07] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.57123963e-03 3.04967589e-03 3.61512936e-07] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.09498618e-03 4.06623452e-03 4.82017248e-07] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.61873272e-03 5.08279314e-03 6.02521560e-07] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.14247927e-03 6.09935177e-03 7.23025872e-07] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.66622581e-03 7.11591040e-03 8.43530184e-07] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.18997236e-03 8.13246903e-03 9.64034496e-07] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.71371890e-03 9.14902766e-03 1.08453881e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.23746545e-03 1.01655863e-02 1.20504312e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.76121199e-03 1.11821449e-02 1.32554743e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.28495854e-03 1.21987035e-02 1.44605174e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.80870508e-03 1.32152622e-02 1.56655606e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-7.33245163e-03 1.42318208e-02 1.68706037e-06] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.85619817e-03 1.52483794e-02 1.80756468e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-8.37994472e-03 1.62649381e-02 1.92806899e-06] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-8.90369126e-03 1.72814967e-02 2.04857330e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-9.42743781e-03 1.82980553e-02 2.16907762e-06] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-9.95118435e-03 1.93146140e-02 2.28958193e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.04749309e-02 2.03311726e-02 2.41008624e-06] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.09986774e-02 2.13477312e-02 2.53059055e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.15224240e-02 2.23642898e-02 2.65109486e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.20461705e-02 2.33808485e-02 2.77159918e-06] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.25699171e-02 2.43974071e-02 2.89210349e-06] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.30936636e-02 2.54139657e-02 3.01260780e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.36174102e-02 2.64305244e-02 3.13311211e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.41411567e-02 2.74470830e-02 3.25361642e-06] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.46649033e-02 2.84636416e-02 3.37412074e-06] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.51886498e-02 2.94802002e-02 3.49462505e-06] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00105297 0.00178493 -0.00179239] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00210594 0.00356987 -0.00358479] ==--\n",
"\n",
"\n",
" ==== Counter 4700 ====\n",
"\n",
"\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00315892 0.0053548 -0.00537718] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00421189 0.00713973 -0.00716958] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00526486 0.00892466 -0.00896197] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00631783 0.0107096 -0.01075437] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00737081 0.01249453 -0.01254676] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00842378 0.01427946 -0.01433916] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00947675 0.01606439 -0.01613155] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01052972 0.01784933 -0.01792395] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0115827 0.01963426 -0.01971634] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01263567 0.02141919 -0.02150874] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01368864 0.02320413 -0.02330113] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01474161 0.02498906 -0.02509353] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01579459 0.02677399 -0.02688592] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01684756 0.02855892 -0.02867831] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01790053 0.03034386 -0.03047071] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0189535 0.03212879 -0.0322631 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02000648 0.03391372 -0.0340555 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02105945 0.03569866 -0.03584789] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02211242 0.03748359 -0.03764029] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02316539 0.03926852 -0.03943268] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02421837 0.04105345 -0.04122508] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02527134 0.04283839 -0.04301747] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02632431 0.04462332 -0.04480987] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02737728 0.04640825 -0.04660226] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02843025 0.04819318 -0.04839466] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02948323 0.04997812 -0.05018705] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0305362 0.05176305 -0.05197944] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.23934263e-04 1.01754339e-03 -2.63341201e-06] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.04786853e-03 2.03508678e-03 -5.26682403e-06] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.57180279e-03 3.05263016e-03 -7.90023604e-06] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.09573705e-03 4.07017355e-03 -1.05336481e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.61967132e-03 5.08771694e-03 -1.31670601e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.14360558e-03 6.10526033e-03 -1.58004721e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.66753984e-03 7.12280371e-03 -1.84338841e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.19147411e-03 8.14034710e-03 -2.10672961e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.71540837e-03 9.15789049e-03 -2.37007081e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.23934263e-03 1.01754339e-02 -2.63341201e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.76327690e-03 1.11929773e-02 -2.89675322e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.28721116e-03 1.22105207e-02 -3.16009442e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.81114542e-03 1.32280640e-02 -3.42343562e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-7.33507968e-03 1.42456074e-02 -3.68677682e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.85901395e-03 1.52631508e-02 -3.95011802e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-8.38294821e-03 1.62806942e-02 -4.21345922e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-8.90688247e-03 1.72982376e-02 -4.47680042e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-9.43081674e-03 1.83157810e-02 -4.74014162e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-9.95475100e-03 1.93333244e-02 -5.00348283e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.04786853e-02 2.03508678e-02 -5.26682403e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.10026195e-02 2.13684111e-02 -5.53016523e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.15265538e-02 2.23859545e-02 -5.79350643e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.20504881e-02 2.34034979e-02 -6.05684763e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.25744223e-02 2.44210413e-02 -6.32018883e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.30983566e-02 2.54385847e-02 -6.58353003e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.36222908e-02 2.64561281e-02 -6.84687124e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.41462251e-02 2.74736715e-02 -7.11021244e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.46701594e-02 2.84912149e-02 -7.37355364e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.51940936e-02 2.95087582e-02 -7.63689484e-05] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00035821 0.00065272 -0.00193248] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00071643 0.00130545 -0.00386495] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00107464 0.00195817 -0.00579743] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00143285 0.0026109 -0.00772991] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00179107 0.00326362 -0.00966239] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00214928 0.00391635 -0.01159486] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00250749 0.00456907 -0.01352734] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0028657 0.00522179 -0.01545982] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00322392 0.00587452 -0.01739229] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00358213 0.00652724 -0.01932477] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00394034 0.00717997 -0.02125725] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00429856 0.00783269 -0.02318972] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00465677 0.00848541 -0.0251222 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00501498 0.00913814 -0.02705468] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0053732 0.00979086 -0.02898716] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00573141 0.01044359 -0.03091963] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00608962 0.01109631 -0.03285211] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00644784 0.01174904 -0.03478459] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00680605 0.01240176 -0.03671706] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00716426 0.01305448 -0.03864954] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00752248 0.01370721 -0.04058202] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00788069 0.01435993 -0.04251449] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0082389 0.01501266 -0.04444697] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00859711 0.01566538 -0.04637945] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00895533 0.0163181 -0.04831193] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00931354 0.01697083 -0.0502444 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00967175 0.01762355 -0.05217688] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01002997 0.01827628 -0.05410936] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01038818 0.018929 -0.05604183] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.32855474e-04 1.03001786e-03 -1.49605526e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.06571095e-03 2.06003572e-03 -2.99211053e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.59856642e-03 3.09005357e-03 -4.48816579e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.13142190e-03 4.12007143e-03 -5.98422105e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.66427737e-03 5.15008929e-03 -7.48027632e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.19713284e-03 6.18010715e-03 -8.97633158e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00372999 0.00721013 -0.00010472] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00426284 0.00824014 -0.00011968] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0047957 0.00927016 -0.00013464] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00532855 0.01030018 -0.00014961] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00586141 0.0113302 -0.00016457] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00639427 0.01236021 -0.00017953] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00692712 0.01339023 -0.00019449] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00745998 0.01442025 -0.00020945] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00799283 0.01545027 -0.00022441] ==--\n",
"\n",
"\n",
" ==== Counter 4800 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00852569 0.01648029 -0.00023937] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00905854 0.0175103 -0.00025433] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0095914 0.01854032 -0.00026929] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01012425 0.01957034 -0.00028425] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01065711 0.02060036 -0.00029921] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01118996 0.02163038 -0.00031417] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01172282 0.02266039 -0.00032913] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01225568 0.02369041 -0.00034409] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01278853 0.02472043 -0.00035905] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01332139 0.02575045 -0.00037401] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01385424 0.02678046 -0.00038897] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0143871 0.02781048 -0.00040393] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01491995 0.0288405 -0.0004189 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01545281 0.02987052 -0.00043386] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00050231 0.00097696 -0.00021122] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00100462 0.00195393 -0.00042245] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00150693 0.00293089 -0.00063367] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00200925 0.00390786 -0.00084489] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00251156 0.00488482 -0.00105611] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00301387 0.00586178 -0.00126734] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00351618 0.00683875 -0.00147856] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00401849 0.00781571 -0.00168978] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0045208 0.00879268 -0.00190101] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00502311 0.00976964 -0.00211223] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00552543 0.0107466 -0.00232345] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00602774 0.01172357 -0.00253467] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00653005 0.01270053 -0.0027459 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00703236 0.0136775 -0.00295712] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00753467 0.01465446 -0.00316834] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00803698 0.01563142 -0.00337957] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00853929 0.01660839 -0.00359079] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00904161 0.01758535 -0.00380201] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00954392 0.01856232 -0.00401323] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01004623 0.01953928 -0.00422446] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01054854 0.02051624 -0.00443568] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01105085 0.02149321 -0.0046469 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01155316 0.02247017 -0.00485812] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01205547 0.02344714 -0.00506935] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01255779 0.0244241 -0.00528057] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0130601 0.02540106 -0.00549179] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01356241 0.02637803 -0.00570302] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01406472 0.02735499 -0.00591424] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01456703 0.02833195 -0.00612546] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00048317 0.00100361 -0.002099 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00096633 0.00200722 -0.00419801] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0014495 0.00301083 -0.00629701] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00193266 0.00401444 -0.00839601] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00241583 0.00501805 -0.01049501] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00289899 0.00602166 -0.01259402] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00338216 0.00702527 -0.01469302] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00386532 0.00802888 -0.01679202] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00434849 0.00903249 -0.01889102] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00483165 0.01003611 -0.02099003] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00531482 0.01103972 -0.02308903] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00579798 0.01204333 -0.02518803] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00628115 0.01304694 -0.02728703] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00676432 0.01405055 -0.02938604] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00724748 0.01505416 -0.03148504] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00773065 0.01605777 -0.03358404] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00821381 0.01706138 -0.03568304] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00869698 0.01806499 -0.03778205] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00918014 0.0190686 -0.03988105] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00966331 0.02007221 -0.04198005] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01014647 0.02107582 -0.04407905] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01062964 0.02207943 -0.04617806] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0111128 0.02308304 -0.04827706] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01159597 0.02408665 -0.05037606] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01207913 0.02509026 -0.05247507] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0125623 0.02609387 -0.05457407] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01304546 0.02709748 -0.05667307] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01352863 0.02810109 -0.05877207] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0140118 0.02910471 -0.06087108] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00081149 0.00316349 0.00030978] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00162297 0.00632698 0.00061957] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00243446 0.00949047 0.00092935] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00324594 0.01265396 0.00123913] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00405743 0.01581745 0.00154892] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00486891 0.01898094 0.0018587 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0056804 0.02214443 0.00216848] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00649188 0.02530792 0.00247827] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00730337 0.02847141 0.00278805] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00811486 0.03163491 0.00309784] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00892634 0.0347984 0.00340762] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00973783 0.03796189 0.0037174 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01054931 0.04112538 0.00402719] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0113608 0.04428887 0.00433697] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01217228 0.04745236 0.00464675] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01298377 0.05061585 0.00495654] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01379525 0.05377934 0.00526632] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01460674 0.05694283 0.0055761 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01541823 0.06010632 0.00588589] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01622971 0.06326981 0.00619567] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0170412 0.0664333 0.00650545] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01785268 0.06959679 0.00681524] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01866417 0.07276028 0.00712502] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01947565 0.07592377 0.00743481] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02028714 0.07908726 0.00774459] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02109863 0.08225075 0.00805437] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02191011 0.08541424 0.00836416] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0227216 0.08857774 0.00867394] ==--\n",
"\n",
"\n",
" ==== Counter 4900 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02353308 0.09174123 0.00898372] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.75955625e-04 9.48180756e-04 -8.56530336e-05] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00095191 0.00189636 -0.00017131] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00142787 0.00284454 -0.00025696] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00190382 0.00379272 -0.00034261] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00237978 0.0047409 -0.00042827] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00285573 0.00568908 -0.00051392] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00333169 0.00663727 -0.00059957] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00380765 0.00758545 -0.00068522] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0042836 0.00853363 -0.00077088] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00475956 0.00948181 -0.00085653] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00523551 0.01042999 -0.00094218] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00571147 0.01137817 -0.00102784] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00618742 0.01232635 -0.00111349] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00666338 0.01327453 -0.00119914] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00713933 0.01422271 -0.0012848 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00761529 0.01517089 -0.00137045] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00809125 0.01611907 -0.0014561 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0085672 0.01706725 -0.00154175] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00904316 0.01801543 -0.00162741] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00951911 0.01896362 -0.00171306] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00999507 0.0199118 -0.00179871] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01047102 0.02085998 -0.00188437] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01094698 0.02180816 -0.00197002] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01142294 0.02275634 -0.00205567] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01189889 0.02370452 -0.00214133] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01237485 0.0246527 -0.00222698] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0128508 0.02560088 -0.00231263] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01332676 0.02654906 -0.00239828] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01380271 0.02749724 -0.00248394] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00105116 0.00221523 0.00017124] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00210232 0.00443045 0.00034247] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00315348 0.00664568 0.00051371] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00420464 0.00886091 0.00068494] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0052558 0.01107614 0.00085618] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00630696 0.01329136 0.00102741] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00735812 0.01550659 0.00119865] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00840928 0.01772182 0.00136989] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00946044 0.01993705 0.00154112] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0105116 0.02215227 0.00171236] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01156276 0.0243675 0.00188359] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01261392 0.02658273 0.00205483] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01366508 0.02879795 0.00222606] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01471624 0.03101318 0.0023973 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0157674 0.03322841 0.00256853] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01681856 0.03544364 0.00273977] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01786972 0.03765886 0.00291101] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01892088 0.03987409 0.00308224] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01997204 0.04208932 0.00325348] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0210232 0.04430454 0.00342471] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02207436 0.04651977 0.00359595] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02312552 0.048735 0.00376718] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02417668 0.05095023 0.00393842] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02522784 0.05316545 0.00410966] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.026279 0.05538068 0.00428089] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02733016 0.05759591 0.00445213] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02838132 0.05981114 0.00462336] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02943247 0.06202636 0.0047946 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03048363 0.06424159 0.00496583] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00102044 0.00238858 0.00047227] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00204089 0.00477715 0.00094455] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00306133 0.00716573 0.00141682] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00408177 0.00955431 0.0018891 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00510222 0.01194289 0.00236137] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00612266 0.01433146 0.00283365] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0071431 0.01672004 0.00330592] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00816355 0.01910862 0.0037782 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00918399 0.02149719 0.00425047] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01020443 0.02388577 0.00472275] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01122488 0.02627435 0.00519502] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01224532 0.02866292 0.0056673 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01326576 0.0310515 0.00613957] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01428621 0.03344008 0.00661185] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01530665 0.03582866 0.00708412] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01632709 0.03821723 0.0075564 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01734754 0.04060581 0.00802867] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01836798 0.04299439 0.00850095] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01938842 0.04538296 0.00897322] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02040887 0.04777154 0.0094455 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02142931 0.05016012 0.00991777] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02244975 0.0525487 0.01039005] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0234702 0.05493727 0.01086232] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02449064 0.05732585 0.0113346 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02551108 0.05971443 0.01180687] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02653153 0.062103 0.01227915] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02755197 0.06449158 0.01275142] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02857241 0.06688016 0.0132237 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02959286 0.06926874 0.01369597] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.29450374e-05 1.27495013e-03 4.92739839e-04] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00012589 0.0025499 0.00098548] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00018884 0.00382485 0.00147822] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00025178 0.0050998 0.00197096] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00031473 0.00637475 0.0024637 ] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00037767 0.0076497 0.00295644] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00044062 0.00892465 0.00344918] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00050356 0.0101996 0.00394192] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00056651 0.01147455 0.00443466] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00062945 0.0127495 0.0049274 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0006924 0.01402445 0.00542014] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00075534 0.0152994 0.00591288] ==--\n",
"\n",
"\n",
" ==== Counter 5000 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00081829 0.01657435 0.00640562] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00088123 0.0178493 0.00689836] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00094418 0.01912425 0.0073911 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00100712 0.0203992 0.00788384] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00107007 0.02167415 0.00837658] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00113301 0.0229491 0.00886932] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00119596 0.02422405 0.00936206] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0012589 0.025499 0.0098548] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00132185 0.02677395 0.01034754] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00138479 0.0280489 0.01084028] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00144774 0.02932385 0.01133302] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00151068 0.0305988 0.01182576] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00157363 0.03187375 0.0123185 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00163657 0.0331487 0.01281124] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00169952 0.03442365 0.01330398] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00176246 0.0356986 0.01379672] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00182541 0.03697355 0.01428946] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00026174 0.00145614 0.00069569] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00052347 0.00291229 0.00139137] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00078521 0.00436843 0.00208706] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00104695 0.00582457 0.00278274] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00130868 0.00728072 0.00347843] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00157042 0.00873686 0.00417411] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00183215 0.01019301 0.0048698 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00209389 0.01164915 0.00556548] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00235563 0.01310529 0.00626117] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00261736 0.01456144 0.00695685] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0028791 0.01601758 0.00765254] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00314084 0.01747372 0.00834822] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00340257 0.01892987 0.00904391] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00366431 0.02038601 0.00973959] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00392605 0.02184216 0.01043528] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00418778 0.0232983 0.01113096] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00444952 0.02475444 0.01182665] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00471126 0.02621059 0.01252233] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00497299 0.02766673 0.01321802] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00523473 0.02912287 0.0139137 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00549646 0.03057902 0.01460939] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0057582 0.03203516 0.01530508] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00601994 0.03349131 0.01600076] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00628167 0.03494745 0.01669645] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00654341 0.03640359 0.01739213] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00680515 0.03785974 0.01808782] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00706688 0.03931588 0.0187835 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00732862 0.04077202 0.01947919] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00759036 0.04222817 0.02017487] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00043618 0.00168917 0.00079728] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00087235 0.00337833 0.00159456] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00130853 0.0050675 0.00239184] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00174471 0.00675667 0.00318912] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00218088 0.00844583 0.00398639] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00261706 0.010135 0.00478367] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00305324 0.01182416 0.00558095] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00348941 0.01351333 0.00637823] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00392559 0.0152025 0.00717551] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00436177 0.01689166 0.00797279] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00479794 0.01858083 0.00877007] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00523412 0.02027 0.00956735] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0056703 0.02195916 0.01036463] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00610647 0.02364833 0.01116191] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00654265 0.0253375 0.01195918] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00697883 0.02702666 0.01275646] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.007415 0.02871583 0.01355374] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00785118 0.030405 0.01435102] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00828736 0.03209416 0.0151483 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00872353 0.03378333 0.01594558] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00915971 0.03547249 0.01674286] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00959589 0.03716166 0.01754014] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01003206 0.03885083 0.01833742] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01046824 0.04053999 0.0191347 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01090442 0.04222916 0.01993197] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01134059 0.04391833 0.02072925] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01177677 0.04560749 0.02152653] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01221295 0.04729666 0.02232381] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01264912 0.04898583 0.02312109] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00044522 0.00169305 0.00086125] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00089044 0.0033861 0.0017225 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00133566 0.00507915 0.00258374] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00178088 0.0067722 0.00344499] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00222611 0.00846525 0.00430624] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00267133 0.01015829 0.00516749] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00311655 0.01185134 0.00602873] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00356177 0.01354439 0.00688998] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00400699 0.01523744 0.00775123] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00445221 0.01693049 0.00861248] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00489743 0.01862354 0.00947372] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00534265 0.02031659 0.01033497] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00578787 0.02200964 0.01119622] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00623309 0.02370269 0.01205747] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00667832 0.02539574 0.01291871] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00712354 0.02708878 0.01377996] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00756876 0.02878183 0.01464121] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00801398 0.03047488 0.01550246] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0084592 0.03216793 0.0163637 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00890442 0.03386098 0.01722495] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00934964 0.03555403 0.0180862 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00979486 0.03724708 0.01894745] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01024008 0.03894013 0.01980869] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0106853 0.04063318 0.02066994] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01113053 0.04232623 0.02153119] ==--\n",
"\n",
"\n",
" ==== Counter 5100 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01157575 0.04401928 0.02239244] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01202097 0.04571232 0.02325369] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01246619 0.04740537 0.02411493] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01291141 0.04909842 0.02497618] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00055928 0.00160854 0.00061631] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00111855 0.00321707 0.00123261] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00167783 0.00482561 0.00184892] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0022371 0.00643415 0.00246523] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00279638 0.00804269 0.00308153] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00335565 0.00965122 0.00369784] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00391493 0.01125976 0.00431415] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00447421 0.0128683 0.00493045] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00503348 0.01447683 0.00554676] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00559276 0.01608537 0.00616307] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00615203 0.01769391 0.00677938] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00671131 0.01930245 0.00739568] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00727059 0.02091098 0.00801199] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00782986 0.02251952 0.0086283 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00838914 0.02412806 0.0092446 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00894841 0.02573659 0.00986091] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00950769 0.02734513 0.01047722] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01006696 0.02895367 0.01109352] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01062624 0.03056221 0.01170983] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01118552 0.03217074 0.01232614] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01174479 0.03377928 0.01294244] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01230407 0.03538782 0.01355875] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01286334 0.03699635 0.01417506] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01342262 0.03860489 0.01479136] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0139819 0.04021343 0.01540767] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01454117 0.04182197 0.01602398] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01510045 0.0434305 0.01664028] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01565972 0.04503904 0.01725659] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.016219 0.04664758 0.0178729 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00038728 0.00142984 0.00050471] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00077455 0.00285967 0.00100942] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00116183 0.00428951 0.00151414] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0015491 0.00571934 0.00201885] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00193638 0.00714918 0.00252356] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00232365 0.00857901 0.00302827] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00271093 0.01000885 0.00353298] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00309821 0.01143869 0.00403769] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00348548 0.01286852 0.00454241] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00387276 0.01429836 0.00504712] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00426003 0.01572819 0.00555183] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00464731 0.01715803 0.00605654] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00503458 0.01858787 0.00656125] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00542186 0.0200177 0.00706596] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00580914 0.02144754 0.00757068] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00619641 0.02287737 0.00807539] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00658369 0.02430721 0.0085801 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00697096 0.02573704 0.00908481] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00735824 0.02716688 0.00958952] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00774551 0.02859672 0.01009423] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00813279 0.03002655 0.01059895] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00852006 0.03145639 0.01110366] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00890734 0.03288622 0.01160837] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00929462 0.03431606 0.01211308] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00968189 0.03574589 0.01261779] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01006917 0.03717573 0.01312251] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01045644 0.03860557 0.01362722] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01084372 0.0400354 0.01413193] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01123099 0.04146524 0.01463664] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0007091 0.00189648 0.00070617] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0014182 0.00379295 0.00141234] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00212729 0.00568943 0.00211852] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00283639 0.00758591 0.00282469] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00354549 0.00948239 0.00353086] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00425459 0.01137886 0.00423703] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00496369 0.01327534 0.0049432 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00567279 0.01517182 0.00564938] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00638188 0.01706829 0.00635555] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00709098 0.01896477 0.00706172] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00780008 0.02086125 0.00776789] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00850918 0.02275773 0.00847406] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00921828 0.0246542 0.00918024] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00992737 0.02655068 0.00988641] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01063647 0.02844716 0.01059258] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01134557 0.03034364 0.01129875] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01205467 0.03224011 0.01200492] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01276377 0.03413659 0.01271109] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01347287 0.03603307 0.01341727] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01418196 0.03792954 0.01412344] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01489106 0.03982602 0.01482961] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01560016 0.0417225 0.01553578] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01630926 0.04361898 0.01624195] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01701836 0.04551545 0.01694813] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01772745 0.04741193 0.0176543 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01843655 0.04930841 0.01836047] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01914565 0.05120488 0.01906664] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01985475 0.05310136 0.01977281] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02056385 0.05499784 0.02047899] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00054758 0.0019798 0.00080918] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00109515 0.0039596 0.00161837] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00164273 0.0059394 0.00242755] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00219031 0.0079192 0.00323673] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00273789 0.009899 0.00404592] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00328546 0.01187879 0.0048551 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00383304 0.01385859 0.00566428] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00438062 0.01583839 0.00647347] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00492819 0.01781819 0.00728265] ==--\n",
"\n",
"\n",
" ==== Counter 5200 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00547577 0.01979799 0.00809183] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00602335 0.02177779 0.00890101] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00657093 0.02375759 0.0097102 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0071185 0.02573739 0.01051938] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00766608 0.02771719 0.01132856] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00821366 0.02969699 0.01213775] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00876124 0.03167679 0.01294693] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00930881 0.03365659 0.01375611] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00985639 0.03563638 0.0145653 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01040397 0.03761618 0.01537448] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01095154 0.03959598 0.01618366] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01149912 0.04157578 0.01699285] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0120467 0.04355558 0.01780203] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01259428 0.04553538 0.01861121] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01314185 0.04751518 0.0194204 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01368943 0.04949498 0.02022958] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01423701 0.05147478 0.02103876] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01478458 0.05345458 0.02184794] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01533216 0.05543438 0.02265713] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01587974 0.05741418 0.02346631] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00020438 0.00132675 0.00021927] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00040876 0.00265351 0.00043853] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00061314 0.00398026 0.0006578 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00081752 0.00530701 0.00087707] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0010219 0.00663377 0.00109633] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00122628 0.00796052 0.0013156 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00143066 0.00928727 0.00153487] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00163504 0.01061403 0.00175413] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00183942 0.01194078 0.0019734 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0020438 0.01326753 0.00219266] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00224818 0.01459429 0.00241193] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00245256 0.01592104 0.0026312 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00265694 0.01724779 0.00285046] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00286132 0.01857455 0.00306973] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0030657 0.0199013 0.003289 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00327008 0.02122805 0.00350826] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00347446 0.02255481 0.00372753] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00367884 0.02388156 0.0039468 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00388322 0.02520831 0.00416606] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00408761 0.02653507 0.00438533] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00429199 0.02786182 0.0046046 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00449637 0.02918857 0.00482386] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00470075 0.03051533 0.00504313] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00490513 0.03184208 0.0052624 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00510951 0.03316883 0.00548166] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00531389 0.03449559 0.00570093] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00551827 0.03582234 0.00592019] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00572265 0.03714909 0.00613946] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00592703 0.03847585 0.00635873] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00015386 0.0012023 0.0003012 ] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00030772 0.0024046 0.00060239] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00046158 0.0036069 0.00090359] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00061544 0.00480919 0.00120478] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0007693 0.00601149 0.00150598] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00092316 0.00721379 0.00180717] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00107702 0.00841609 0.00210837] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00123089 0.00961839 0.00240957] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00138475 0.01082069 0.00271076] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00153861 0.01202299 0.00301196] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00169247 0.01322529 0.00331315] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00184633 0.01442758 0.00361435] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00200019 0.01562988 0.00391555] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00215405 0.01683218 0.00421674] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00230791 0.01803448 0.00451794] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00246177 0.01923678 0.00481913] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00261563 0.02043908 0.00512033] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00276949 0.02164138 0.00542152] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00292335 0.02284367 0.00572272] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00307721 0.02404597 0.00602392] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00323107 0.02524827 0.00632511] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00338493 0.02645057 0.00662631] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00353879 0.02765287 0.0069275 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00369266 0.02885517 0.0072287 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00384652 0.03005747 0.00752989] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00400038 0.03125977 0.00783109] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00415424 0.03246206 0.00813229] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0043081 0.03366436 0.00843348] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00446196 0.03486666 0.00873468] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00068388 0.00181125 0.00068185] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00136776 0.0036225 0.00136369] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00205164 0.00543375 0.00204554] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00273552 0.00724499 0.00272738] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0034194 0.00905624 0.00340923] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00410327 0.01086749 0.00409107] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00478715 0.01267874 0.00477292] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00547103 0.01448999 0.00545476] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00615491 0.01630124 0.00613661] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00683879 0.01811248 0.00681845] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00752267 0.01992373 0.0075003 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00820655 0.02173498 0.00818215] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00889043 0.02354623 0.00886399] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00957431 0.02535748 0.00954584] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01025819 0.02716873 0.01022768] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01094206 0.02897997 0.01090953] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01162594 0.03079122 0.01159137] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01230982 0.03260247 0.01227322] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0129937 0.03441372 0.01295506] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01367758 0.03622497 0.01363691] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01436146 0.03803622 0.01431875] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01504534 0.03984746 0.0150006 ] ==--\n",
"\n",
"\n",
" ==== Counter 5300 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01572922 0.04165871 0.01568244] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0164131 0.04346996 0.01636429] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01709698 0.04528121 0.01704614] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01778086 0.04709246 0.01772798] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01846473 0.04890371 0.01840983] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01914861 0.05071496 0.01909167] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01983249 0.0525262 0.01977352] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00104267 0.00211643 0.00020796] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00208533 0.00423286 0.00041592] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.003128 0.0063493 0.00062387] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00417067 0.00846573 0.00083183] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00521333 0.01058216 0.00103979] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.006256 0.01269859 0.00124775] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00729866 0.01481502 0.0014557 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00834133 0.01693145 0.00166366] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.009384 0.01904789 0.00187162] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01042666 0.02116432 0.00207958] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01146933 0.02328075 0.00228753] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.012512 0.02539718 0.00249549] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01355466 0.02751361 0.00270345] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01459733 0.02963004 0.00291141] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01563999 0.03174648 0.00311937] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01668266 0.03386291 0.00332732] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01772533 0.03597934 0.00353528] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01876799 0.03809577 0.00374324] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01981066 0.0402122 0.0039512 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02085333 0.04232863 0.00415915] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02189599 0.04444507 0.00436711] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02293866 0.0465615 0.00457507] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02398133 0.04867793 0.00478303] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02502399 0.05079436 0.00499098] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02606666 0.05291079 0.00519894] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02710932 0.05502722 0.0054069 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02815199 0.05714366 0.00561486] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02919466 0.05926009 0.00582282] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03023732 0.06137652 0.00603077] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00028403 0.00146409 0.00066317] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00056806 0.00292817 0.00132634] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00085209 0.00439226 0.00198951] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00113611 0.00585635 0.00265268] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00142014 0.00732043 0.00331585] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00170417 0.00878452 0.00397902] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0019882 0.01024861 0.00464219] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00227223 0.01171269 0.00530536] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00255626 0.01317678 0.00596853] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00284029 0.01464087 0.0066317 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00312431 0.01610495 0.00729487] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00340834 0.01756904 0.00795804] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00369237 0.01903313 0.00862121] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0039764 0.02049721 0.00928438] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00426043 0.0219613 0.00994756] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00454446 0.02342539 0.01061073] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00482849 0.02488947 0.0112739 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00511251 0.02635356 0.01193707] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00539654 0.02781765 0.01260024] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00568057 0.02928173 0.01326341] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0059646 0.03074582 0.01392658] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00624863 0.03220991 0.01458975] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00653266 0.03367399 0.01525292] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00681669 0.03513808 0.01591609] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00710071 0.03660217 0.01657926] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00738474 0.03806625 0.01724243] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00766877 0.03953034 0.0179056 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0079528 0.04099443 0.01856877] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00823683 0.04245851 0.01923194] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [ 1.83375484e-04 0.00000000e+00 -2.22151786e-05] ==--\n",
"Succesfull convergence in 1 steps\n",
"--== epsi [ 3.66750968e-04 0.00000000e+00 -4.44303573e-05] ==--\n",
"Succesfull convergence in 1 steps\n",
"--== epsi [ 5.50126452e-04 0.00000000e+00 -6.66455359e-05] ==--\n",
"Succesfull convergence in 1 steps\n",
"--== epsi [ 7.33501936e-04 0.00000000e+00 -8.88607146e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [ 0.00091688 0. -0.00011108] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [ 0.00110025 0. -0.00013329] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [ 0.00128363 0. -0.00015551] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [ 0.001467 0. -0.00017772] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [ 0.00165038 0. -0.00019994] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [ 0.00183375 0. -0.00022215] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [ 0.00201713 0. -0.00024437] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [ 0.00220051 0. -0.00026658] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [ 0.00238388 0. -0.0002888 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [ 0.00256726 0. -0.00031101] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [ 0.00275063 0. -0.00033323] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [ 0.00293401 0. -0.00035544] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [ 0.00311738 0. -0.00037766] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [ 0.00330076 0. -0.00039987] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [ 0.00348413 0. -0.00042209] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [ 0.00366751 0. -0.0004443 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [ 0.00385089 0. -0.00046652] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [ 0.00403426 0. -0.00048873] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [ 0.00421764 0. -0.00051095] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [ 0.00440101 0. -0.00053316] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [ 0.00458439 0. -0.00055538] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [ 0.00476776 0. -0.00057759] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [ 0.00495114 0. -0.00059981] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [ 0.00513451 0. -0.00062203] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [ 0.00531789 0. -0.00064424] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00020682 0.00127596 0.00034134] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00041364 0.00255192 0.00068269] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00062046 0.00382788 0.00102403] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00082728 0.00510384 0.00136537] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0010341 0.00637979 0.00170672] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00124092 0.00765575 0.00204806] ==--\n",
"\n",
"\n",
" ==== Counter 5400 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00144775 0.00893171 0.0023894 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00165457 0.01020767 0.00273075] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00186139 0.01148363 0.00307209] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00206821 0.01275959 0.00341343] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00227503 0.01403555 0.00375478] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00248185 0.01531151 0.00409612] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00268867 0.01658746 0.00443746] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00289549 0.01786342 0.00477881] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00310231 0.01913938 0.00512015] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00330913 0.02041534 0.00546149] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00351595 0.0216913 0.00580284] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00372277 0.02296726 0.00614418] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00392959 0.02424322 0.00648552] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00413642 0.02551918 0.00682687] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00434324 0.02679513 0.00716821] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00455006 0.02807109 0.00750955] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00475688 0.02934705 0.0078509 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0049637 0.03062301 0.00819224] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00517052 0.03189897 0.00853358] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00537734 0.03317493 0.00887492] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00558416 0.03445089 0.00921627] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00579098 0.03572685 0.00955761] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0059978 0.03700281 0.00989895] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00069424 0.00154642 0.00044537] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00138847 0.00309284 0.00089074] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00208271 0.00463926 0.00133611] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00277695 0.00618568 0.00178148] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00347118 0.0077321 0.00222685] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00416542 0.00927852 0.00267222] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00485965 0.01082494 0.00311759] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00555389 0.01237136 0.00356296] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00624813 0.01391778 0.00400833] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00694236 0.0154642 0.0044537 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0076366 0.01701062 0.00489908] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00833084 0.01855704 0.00534445] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00902507 0.02010346 0.00578982] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00971931 0.02164988 0.00623519] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01041355 0.0231963 0.00668056] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01110778 0.02474272 0.00712593] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01180202 0.02628914 0.0075713 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01249626 0.02783556 0.00801667] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01319049 0.02938198 0.00846204] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01388473 0.0309284 0.00890741] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01457896 0.03247482 0.00935278] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0152732 0.03402124 0.00979815] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01596744 0.03556766 0.01024352] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01666167 0.03711407 0.01068889] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01735591 0.03866049 0.01113426] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01805015 0.04020691 0.01157963] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01874438 0.04175333 0.012025 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01943862 0.04329975 0.01247037] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02013286 0.04484617 0.01291574] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00067792 0.00200451 0.00082971] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00135584 0.00400901 0.00165942] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00203376 0.00601352 0.00248913] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00271168 0.00801803 0.00331884] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0033896 0.01002254 0.00414856] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00406753 0.01202704 0.00497827] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00474545 0.01403155 0.00580798] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00542337 0.01603606 0.00663769] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00610129 0.01804057 0.0074674 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00677921 0.02004507 0.00829711] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00745713 0.02204958 0.00912682] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00813505 0.02405409 0.00995653] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00881297 0.0260586 0.01078624] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00949089 0.0280631 0.01161595] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01016881 0.03006761 0.01244567] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01084673 0.03207212 0.01327538] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01152466 0.03407663 0.01410509] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01220258 0.03608113 0.0149348 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0128805 0.03808564 0.01576451] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01355842 0.04009015 0.01659422] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01423634 0.04209466 0.01742393] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01491426 0.04409916 0.01825364] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01559218 0.04610367 0.01908335] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0162701 0.04810818 0.01991307] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01694802 0.05011269 0.02074278] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01762594 0.05211719 0.02157249] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01830386 0.0541217 0.0224022 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01898179 0.05612621 0.02323191] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01965971 0.05813071 0.02406162] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00102815 0.00226029 0.00024036] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0020563 0.00452057 0.00048072] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00308445 0.00678086 0.00072107] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0041126 0.00904114 0.00096143] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00514076 0.01130143 0.00120179] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00616891 0.01356172 0.00144215] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00719706 0.015822 0.00168251] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00822521 0.01808229 0.00192286] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00925336 0.02034257 0.00216322] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01028151 0.02260286 0.00240358] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01130966 0.02486315 0.00264394] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01233781 0.02712343 0.0028843 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01336596 0.02938372 0.00312465] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01439411 0.031644 0.00336501] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01542227 0.03390429 0.00360537] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01645042 0.03616458 0.00384573] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01747857 0.03842486 0.00408609] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01850672 0.04068515 0.00432645] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01953487 0.04294543 0.0045668 ] ==--\n",
"\n",
"\n",
" ==== Counter 5500 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02056302 0.04520572 0.00480716] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02159117 0.04746601 0.00504752] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02261932 0.04972629 0.00528788] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02364747 0.05198658 0.00552824] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02467562 0.05424686 0.00576859] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02570378 0.05650715 0.00600895] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02673193 0.05876744 0.00624931] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02776008 0.06102772 0.00648967] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02878823 0.06328801 0.00673003] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02981638 0.06554829 0.00697038] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00030633 0.00144177 0.00047971] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00061266 0.00288354 0.00095942] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00091899 0.00432531 0.00143913] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00122532 0.00576708 0.00191885] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00153166 0.00720885 0.00239856] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00183799 0.00865063 0.00287827] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00214432 0.0100924 0.00335798] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00245065 0.01153417 0.00383769] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00275698 0.01297594 0.0043174 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00306331 0.01441771 0.00479712] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00336964 0.01585948 0.00527683] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00367597 0.01730125 0.00575654] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00398231 0.01874302 0.00623625] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00428864 0.02018479 0.00671596] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00459497 0.02162656 0.00719567] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0049013 0.02306834 0.00767539] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00520763 0.02451011 0.0081551 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00551396 0.02595188 0.00863481] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00582029 0.02739365 0.00911452] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00612662 0.02883542 0.00959423] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00643296 0.03027719 0.01007394] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00673929 0.03171896 0.01055365] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00704562 0.03316073 0.01103337] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00735195 0.0346025 0.01151308] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00765828 0.03604427 0.01199279] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00796461 0.03748605 0.0124725 ] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00827094 0.03892782 0.01295221] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00857727 0.04036959 0.01343192] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00888361 0.04181136 0.01391164] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00048349 0.00160536 0.00064249] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00096699 0.00321073 0.00128497] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00145048 0.00481609 0.00192746] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00193398 0.00642146 0.00256995] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00241747 0.00802682 0.00321243] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00290097 0.00963219 0.00385492] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00338446 0.01123755 0.0044974 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00386796 0.01284292 0.00513989] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00435145 0.01444828 0.00578238] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00483495 0.01605365 0.00642486] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00531844 0.01765901 0.00706735] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00580194 0.01926438 0.00770984] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00628543 0.02086974 0.00835232] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00676893 0.02247511 0.00899481] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00725242 0.02408047 0.00963729] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00773592 0.02568584 0.01027978] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00821941 0.0272912 0.01092227] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00870291 0.02889657 0.01156475] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0091864 0.03050193 0.01220724] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0096699 0.0321073 0.01284973] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01015339 0.03371266 0.01349221] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01063689 0.03531803 0.0141347 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01112038 0.03692339 0.01477718] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01160388 0.03852876 0.01541967] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01208737 0.04013412 0.01606216] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01257087 0.04173949 0.01670464] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01305436 0.04334485 0.01734713] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01353786 0.04495022 0.01798962] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01402135 0.04655558 0.0186321 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00058345 0.00156079 0.0004947 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0011669 0.00312158 0.00098939] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00175036 0.00468237 0.00148409] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00233381 0.00624315 0.00197879] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00291726 0.00780394 0.00247348] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00350071 0.00936473 0.00296818] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00408417 0.01092552 0.00346288] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00466762 0.01248631 0.00395757] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00525107 0.0140471 0.00445227] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00583452 0.01560788 0.00494697] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00641798 0.01716867 0.00544166] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00700143 0.01872946 0.00593636] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00758488 0.02029025 0.00643106] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00816833 0.02185104 0.00692575] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00875179 0.02341183 0.00742045] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00933524 0.02497261 0.00791514] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00991869 0.0265334 0.00840984] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01050214 0.02809419 0.00890454] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0110856 0.02965498 0.00939923] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01166905 0.03121577 0.00989393] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0122525 0.03277656 0.01038863] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01283595 0.03433735 0.01088332] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01341941 0.03589813 0.01137802] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01400286 0.03745892 0.01187272] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01458631 0.03901971 0.01236741] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01516976 0.0405805 0.01286211] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01575322 0.04214129 0.01335681] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01633667 0.04370208 0.0138515 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01692012 0.04526286 0.0143462 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00035907 0.0011799 0.00010949] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00071814 0.00235981 0.00021898] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00107721 0.00353971 0.00032847] ==--\n",
"\n",
"\n",
" ==== Counter 5600 ====\n",
"\n",
"\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00143628 0.00471961 0.00043796] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00179536 0.00589952 0.00054745] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00215443 0.00707942 0.00065695] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0025135 0.00825932 0.00076644] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00287257 0.00943923 0.00087593] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00323164 0.01061913 0.00098542] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00359071 0.01179903 0.00109491] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00394978 0.01297894 0.0012044 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00430885 0.01415884 0.00131389] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00466792 0.01533874 0.00142338] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00502699 0.01651865 0.00153287] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00538607 0.01769855 0.00164236] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00574514 0.01887845 0.00175185] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00610421 0.02005836 0.00186135] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00646328 0.02123826 0.00197084] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00682235 0.02241816 0.00208033] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00718142 0.02359807 0.00218982] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00754049 0.02477797 0.00229931] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00789956 0.02595787 0.0024088 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00825863 0.02713778 0.00251829] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0086177 0.02831768 0.00262778] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00897678 0.02949758 0.00273727] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00933585 0.03067749 0.00284676] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00969492 0.03185739 0.00295625] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01005399 0.03303729 0.00306575] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01041306 0.0342172 0.00317524] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00032884 0.00130309 0.00028423] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00065767 0.00260619 0.00056847] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00098651 0.00390928 0.0008527 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00131535 0.00521238 0.00113693] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00164419 0.00651547 0.00142116] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00197302 0.00781856 0.0017054 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00230186 0.00912166 0.00198963] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0026307 0.01042475 0.00227386] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00295953 0.01172785 0.0025581 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00328837 0.01303094 0.00284233] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00361721 0.01433403 0.00312656] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00394605 0.01563713 0.0034108 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00427488 0.01694022 0.00369503] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00460372 0.01824332 0.00397926] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00493256 0.01954641 0.00426349] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00526139 0.0208495 0.00454773] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00559023 0.0221526 0.00483196] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00591907 0.02345569 0.00511619] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00624791 0.02475879 0.00540043] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00657674 0.02606188 0.00568466] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00690558 0.02736497 0.00596889] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00723442 0.02866807 0.00625312] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00756325 0.02997116 0.00653736] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00789209 0.03127426 0.00682159] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00822093 0.03257735 0.00710582] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00854977 0.03388045 0.00739006] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0088786 0.03518354 0.00767429] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00920744 0.03648663 0.00795852] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00953628 0.03778973 0.00824275] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00070174 0.0016745 0.00050959] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00140348 0.003349 0.00101918] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00210523 0.00502349 0.00152877] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00280697 0.00669799 0.00203836] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00350871 0.00837249 0.00254795] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00421045 0.01004699 0.00305754] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00491219 0.01172149 0.00356713] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00561393 0.01339598 0.00407672] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00631568 0.01507048 0.00458631] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00701742 0.01674498 0.0050959 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00771916 0.01841948 0.00560549] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0084209 0.02009398 0.00611508] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00912264 0.02176847 0.00662467] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00982438 0.02344297 0.00713426] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01052613 0.02511747 0.00764385] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01122787 0.02679197 0.00815344] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01192961 0.02846647 0.00866303] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01263135 0.03014096 0.00917262] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01333309 0.03181546 0.00968221] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01403483 0.03348996 0.0101918 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01473658 0.03516446 0.01070139] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01543832 0.03683896 0.01121098] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01614006 0.03851345 0.01172057] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0168418 0.04018795 0.01223017] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01754354 0.04186245 0.01273976] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01824528 0.04353695 0.01324935] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01894703 0.04521145 0.01375894] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01964877 0.04688594 0.01426853] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02035051 0.04856044 0.01477812] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00084574 0.00196987 0.00057143] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00169149 0.00393973 0.00114286] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00253723 0.0059096 0.00171429] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00338298 0.00787946 0.00228571] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00422872 0.00984933 0.00285714] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00507447 0.0118192 0.00342857] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00592021 0.01378906 0.004 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00676596 0.01575893 0.00457143] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0076117 0.0177288 0.00514286] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00845745 0.01969866 0.00571428] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00930319 0.02166853 0.00628571] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01014893 0.02363839 0.00685714] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01099468 0.02560826 0.00742857] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01184042 0.02757813 0.008 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01268617 0.02954799 0.00857143] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01353191 0.03151786 0.00914285] ==--\n",
"\n",
"\n",
" ==== Counter 5700 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01437766 0.03348772 0.00971428] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0152234 0.03545759 0.01028571] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01606915 0.03742746 0.01085714] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01691489 0.03939732 0.01142857] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01776064 0.04136719 0.012 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01860638 0.04333706 0.01257142] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01945213 0.04530692 0.01314285] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02029787 0.04727679 0.01371428] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02114361 0.04924665 0.01428571] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02198936 0.05121652 0.01485714] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0228351 0.05318639 0.01542857] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02368085 0.05515625 0.016 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02452659 0.05712612 0.01657142] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00088123 0.0018249 0.00028163] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00176246 0.00364981 0.00056326] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00264369 0.00547471 0.00084489] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00352492 0.00729961 0.00112653] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00440615 0.00912451 0.00140816] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00528738 0.01094942 0.00168979] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00616861 0.01277432 0.00197142] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00704984 0.01459922 0.00225305] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00793107 0.01642413 0.00253468] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0088123 0.01824903 0.00281631] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00969353 0.02007393 0.00309795] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01057476 0.02189883 0.00337958] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01145599 0.02372374 0.00366121] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01233722 0.02554864 0.00394284] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01321845 0.02737354 0.00422447] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01409968 0.02919845 0.0045061 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01498091 0.03102335 0.00478773] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01586214 0.03284825 0.00506937] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01674336 0.03467316 0.005351 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01762459 0.03649806 0.00563263] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01850582 0.03832296 0.00591426] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01938705 0.04014786 0.00619589] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02026828 0.04197277 0.00647752] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02114951 0.04379767 0.00675915] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02203074 0.04562257 0.00704079] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02291197 0.04744748 0.00732242] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0237932 0.04927238 0.00760405] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02467443 0.05109728 0.00788568] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02555566 0.05292218 0.00816731] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00076701 0.00169832 0.00048075] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00153401 0.00339665 0.00096149] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00230102 0.00509497 0.00144224] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00306803 0.0067933 0.00192298] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00383503 0.00849162 0.00240373] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00460204 0.01018994 0.00288448] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00536905 0.01188827 0.00336522] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00613605 0.01358659 0.00384597] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00690306 0.01528491 0.00432671] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00767007 0.01698324 0.00480746] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00843707 0.01868156 0.00528821] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00920408 0.02037989 0.00576895] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00997109 0.02207821 0.0062497 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01073809 0.02377653 0.00673044] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0115051 0.02547486 0.00721119] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01227211 0.02717318 0.00769194] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01303911 0.02887151 0.00817268] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01380612 0.03056983 0.00865343] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01457313 0.03226815 0.00913417] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01534014 0.03396648 0.00961492] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01610714 0.0356648 0.01009567] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01687415 0.03736312 0.01057641] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01764116 0.03906145 0.01105716] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01840816 0.04075977 0.0115379 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01917517 0.0424581 0.01201865] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01994218 0.04415642 0.0124994 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02070918 0.04585474 0.01298014] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02147619 0.04755307 0.01346089] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0222432 0.04925139 0.01394163] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00030201 0.00133238 0.00020204] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00060401 0.00266475 0.00040409] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00090602 0.00399713 0.00060613] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00120802 0.0053295 0.00080818] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00151003 0.00666188 0.00101022] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00181204 0.00799425 0.00121227] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00211404 0.00932663 0.00141431] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00241605 0.010659 0.00161636] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00271805 0.01199138 0.0018184 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00302006 0.01332375 0.00202045] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00332207 0.01465613 0.00222249] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00362407 0.01598851 0.00242454] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00392608 0.01732088 0.00262658] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00422809 0.01865326 0.00282863] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00453009 0.01998563 0.00303067] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0048321 0.02131801 0.00323272] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0051341 0.02265038 0.00343476] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00543611 0.02398276 0.0036368 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00573812 0.02531513 0.00383885] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00604012 0.02664751 0.00404089] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00634213 0.02797988 0.00424294] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00664413 0.02931226 0.00444498] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00694614 0.03064464 0.00464703] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00724815 0.03197701 0.00484907] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00755015 0.03330939 0.00505112] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00785216 0.03464176 0.00525316] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00815416 0.03597414 0.00545521] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00845617 0.03730651 0.00565725] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00875818 0.03863889 0.0058593 ] ==--\n",
"\n",
"\n",
" ==== Counter 5800 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00014748 0.00134504 0.00010901] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00029496 0.00269008 0.00021802] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00044244 0.00403512 0.00032703] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00058992 0.00538016 0.00043604] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0007374 0.0067252 0.00054505] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00088487 0.00807023 0.00065406] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00103235 0.00941527 0.00076307] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00117983 0.01076031 0.00087208] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00132731 0.01210535 0.00098109] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00147479 0.01345039 0.0010901 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00162227 0.01479543 0.00119911] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00176975 0.01614047 0.00130812] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00191723 0.01748551 0.00141713] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00206471 0.01883055 0.00152614] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00221219 0.02017559 0.00163515] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00235966 0.02152063 0.00174416] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00250714 0.02286566 0.00185317] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00265462 0.0242107 0.00196218] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0028021 0.02555574 0.00207119] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00294958 0.02690078 0.00218021] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00309706 0.02824582 0.00228922] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00324454 0.02959086 0.00239823] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00339202 0.0309359 0.00250724] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0035395 0.03228094 0.00261625] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00368698 0.03362598 0.00272526] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00383446 0.03497102 0.00283427] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00398193 0.03631606 0.00294328] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00412941 0.0376611 0.00305229] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00427689 0.03900613 0.0031613 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0004238 0.0014311 0.00048374] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00084761 0.0028622 0.00096747] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00127141 0.00429331 0.00145121] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00169522 0.00572441 0.00193494] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00211902 0.00715551 0.00241868] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00254282 0.00858661 0.00290241] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00296663 0.01001771 0.00338615] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00339043 0.01144881 0.00386988] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00381424 0.01287992 0.00435362] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00423804 0.01431102 0.00483735] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00466184 0.01574212 0.00532109] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00508565 0.01717322 0.00580482] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00550945 0.01860432 0.00628856] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00593326 0.02003543 0.00677229] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00635706 0.02146653 0.00725603] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00678086 0.02289763 0.00773976] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00720467 0.02432873 0.0082235 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00762847 0.02575983 0.00870723] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00805228 0.02719094 0.00919097] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00847608 0.02862204 0.00967471] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00889988 0.03005314 0.01015844] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00932369 0.03148424 0.01064218] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00974749 0.03291534 0.01112591] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0101713 0.03434644 0.01160965] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0105951 0.03577755 0.01209338] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0110189 0.03720865 0.01257712] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01144271 0.03863975 0.01306085] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01186651 0.04007085 0.01354459] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01229032 0.04150195 0.01402832] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.47786450e-04 1.11872137e-03 6.10839100e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00029557 0.00223744 0.00012217] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00044336 0.00335616 0.00018325] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00059115 0.00447489 0.00024434] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00073893 0.00559361 0.00030542] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00088672 0.00671233 0.0003665 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00103451 0.00783105 0.00042759] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00118229 0.00894977 0.00048867] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00133008 0.01006849 0.00054976] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00147786 0.01118721 0.00061084] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00162565 0.01230594 0.00067192] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00177344 0.01342466 0.00073301] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00192122 0.01454338 0.00079409] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00206901 0.0156621 0.00085517] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0022168 0.01678082 0.00091626] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00236458 0.01789954 0.00097734] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00251237 0.01901826 0.00103843] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00266016 0.02013698 0.00109951] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00280794 0.02125571 0.00116059] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00295573 0.02237443 0.00122168] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00310352 0.02349315 0.00128276] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0032513 0.02461187 0.00134385] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00339909 0.02573059 0.00140493] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00354687 0.02684931 0.00146601] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00369466 0.02796803 0.0015271 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00384245 0.02908676 0.00158818] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00399023 0.03020548 0.00164927] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00413802 0.0313242 0.00171035] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00428581 0.03244292 0.00177143] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00048769 0.00153436 0.00059958] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00097538 0.00306872 0.00119917] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00146307 0.00460308 0.00179875] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00195076 0.00613744 0.00239834] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00243846 0.0076718 0.00299792] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00292615 0.00920616 0.00359751] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00341384 0.01074052 0.00419709] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00390153 0.01227488 0.00479668] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00438922 0.01380924 0.00539626] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00487691 0.0153436 0.00599584] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0053646 0.01687796 0.00659543] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00585229 0.01841232 0.00719501] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00633998 0.01994668 0.0077946 ] ==--\n",
"\n",
"\n",
" ==== Counter 5900 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00682768 0.02148104 0.00839418] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00731537 0.0230154 0.00899377] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00780306 0.02454976 0.00959335] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00829075 0.02608412 0.01019294] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00877844 0.02761848 0.01079252] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00926613 0.02915284 0.0113921 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00975382 0.03068719 0.01199169] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01024151 0.03222155 0.01259127] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01072921 0.03375591 0.01319086] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0112169 0.03529027 0.01379044] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01170459 0.03682463 0.01439003] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01219228 0.03835899 0.01498961] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01267997 0.03989335 0.0155892 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01316766 0.04142771 0.01618878] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01365535 0.04296207 0.01678836] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01414304 0.04449643 0.01738795] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00044751 0.00147019 0.00040041] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00089501 0.00294037 0.00080083] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00134252 0.00441056 0.00120124] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00179002 0.00588075 0.00160166] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00223753 0.00735093 0.00200207] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00268503 0.00882112 0.00240248] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00313254 0.01029131 0.0028029 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00358004 0.01176149 0.00320331] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00402755 0.01323168 0.00360372] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00447506 0.01470186 0.00400414] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00492256 0.01617205 0.00440455] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00537007 0.01764224 0.00480497] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00581757 0.01911242 0.00520538] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00626508 0.02058261 0.00560579] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00671258 0.0220528 0.00600621] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00716009 0.02352298 0.00640662] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00760759 0.02499317 0.00680704] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0080551 0.02646336 0.00720745] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0085026 0.02793354 0.00760786] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00895011 0.02940373 0.00800828] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00939762 0.03087392 0.00840869] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00984512 0.0323441 0.00880911] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01029263 0.03381429 0.00920952] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01074013 0.03528448 0.00960993] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01118764 0.03675466 0.01001035] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01163514 0.03822485 0.01041076] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01208265 0.03969504 0.01081117] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01253015 0.04116522 0.01121159] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01297766 0.04263541 0.011612 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00070102 0.00166966 0.00050101] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00140203 0.00333931 0.00100202] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00210305 0.00500897 0.00150303] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00280406 0.00667862 0.00200404] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00350508 0.00834828 0.00250505] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0042061 0.01001793 0.00300606] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00490711 0.01168759 0.00350707] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00560813 0.01335724 0.00400808] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00630914 0.0150269 0.00450909] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00701016 0.01669655 0.0050101 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00771118 0.01836621 0.00551111] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00841219 0.02003586 0.00601212] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00911321 0.02170552 0.00651313] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00981422 0.02337518 0.00701414] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01051524 0.02504483 0.00751515] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01121626 0.02671449 0.00801616] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01191727 0.02838414 0.00851717] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01261829 0.0300538 0.00901818] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01331931 0.03172345 0.00951919] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01402032 0.03339311 0.0100202 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01472134 0.03506276 0.01052121] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01542235 0.03673242 0.01102222] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01612337 0.03840207 0.01152323] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01682439 0.04007173 0.01202424] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0175254 0.04174138 0.01252525] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01822642 0.04341104 0.01302626] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01892743 0.0450807 0.01352727] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01962845 0.04675035 0.01402828] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02032947 0.04842001 0.01452929] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00036828 0.0013874 0.00037975] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00073656 0.00277479 0.00075949] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00110484 0.00416219 0.00113924] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00147312 0.00554958 0.00151898] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0018414 0.00693698 0.00189873] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00220968 0.00832438 0.00227848] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00257795 0.00971177 0.00265822] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00294623 0.01109917 0.00303797] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00331451 0.01248656 0.00341772] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00368279 0.01387396 0.00379746] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00405107 0.01526136 0.00417721] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00441935 0.01664875 0.00455695] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00478763 0.01803615 0.0049367 ] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00515591 0.01942354 0.00531645] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00552419 0.02081094 0.00569619] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00589247 0.02219834 0.00607594] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00626075 0.02358573 0.00645568] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00662903 0.02497313 0.00683543] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00699731 0.02636052 0.00721518] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00736559 0.02774792 0.00759492] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00773386 0.02913532 0.00797467] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00810214 0.03052271 0.00835441] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00847042 0.03191011 0.00873416] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0088387 0.0332975 0.00911391] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00920698 0.0346849 0.00949365] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00957526 0.0360723 0.0098734 ] ==--\n",
"\n",
"\n",
" ==== Counter 6000 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00994354 0.03745969 0.01025315] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01031182 0.03884709 0.01063289] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0106801 0.04023448 0.01101264] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00045224 0.00142607 0.00045961] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00090448 0.00285214 0.00091923] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00135672 0.0042782 0.00137884] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00180896 0.00570427 0.00183845] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0022612 0.00713034 0.00229806] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00271343 0.00855641 0.00275768] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00316567 0.00998247 0.00321729] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00361791 0.01140854 0.0036769 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00407015 0.01283461 0.00413651] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00452239 0.01426068 0.00459613] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00497463 0.01568674 0.00505574] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00542687 0.01711281 0.00551535] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00587911 0.01853888 0.00597497] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00633135 0.01996495 0.00643458] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00678359 0.02139101 0.00689419] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00723583 0.02281708 0.0073538 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00768806 0.02424315 0.00781342] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0081403 0.02566922 0.00827303] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00859254 0.02709528 0.00873264] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00904478 0.02852135 0.00919225] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00949702 0.02994742 0.00965187] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00994926 0.03137349 0.01011148] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0104015 0.03279955 0.01057109] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01085374 0.03422562 0.01103071] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01130598 0.03565169 0.01149032] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01175822 0.03707776 0.01194993] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01221046 0.03850382 0.01240954] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01266269 0.03992989 0.01286916] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01311493 0.04135596 0.01332877] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00092863 0.00171839 0.00013916] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00185725 0.00343679 0.00027832] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00278588 0.00515518 0.00041748] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0037145 0.00687358 0.00055664] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00464313 0.00859197 0.0006958 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00557175 0.01031036 0.00083496] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00650038 0.01202876 0.00097412] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.007429 0.01374715 0.00111328] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00835763 0.01546555 0.00125243] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00928625 0.01718394 0.00139159] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01021488 0.01890234 0.00153075] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0111435 0.02062073 0.00166991] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01207213 0.02233912 0.00180907] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01300075 0.02405752 0.00194823] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01392938 0.02577591 0.00208739] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.014858 0.02749431 0.00222655] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01578663 0.0292127 0.00236571] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01671525 0.03093109 0.00250487] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01764388 0.03264949 0.00264403] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0185725 0.03436788 0.00278319] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01950113 0.03608628 0.00292235] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02042975 0.03780467 0.00306151] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02135838 0.03952307 0.00320067] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.022287 0.04124146 0.00333983] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02321563 0.04295985 0.00347898] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02414425 0.04467825 0.00361814] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02507288 0.04639664 0.0037573 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0260015 0.04811504 0.00389646] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02693013 0.04983343 0.00403562] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00107316 0.00190115 -0.0001095 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00214631 0.00380231 -0.000219 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00321947 0.00570346 -0.0003285 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00429263 0.00760462 -0.000438 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00536578 0.00950577 -0.0005475 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00643894 0.01140693 -0.000657 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0075121 0.01330808 -0.0007665 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00858525 0.01520924 -0.000876 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00965841 0.01711039 -0.0009855 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01073157 0.01901155 -0.001095 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01180472 0.0209127 -0.0012045 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01287788 0.02281385 -0.001314 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01395104 0.02471501 -0.0014235 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01502419 0.02661616 -0.001533 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01609735 0.02851732 -0.0016425 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01717051 0.03041847 -0.001752 ] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01824366 0.03231963 -0.00186151] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01931682 0.03422078 -0.00197101] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02038998 0.03612194 -0.00208051] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02146313 0.03802309 -0.00219001] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02253629 0.03992425 -0.00229951] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02360945 0.0418254 -0.00240901] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0246826 0.04372655 -0.00251851] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02575576 0.04562771 -0.00262801] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02682891 0.04752886 -0.00273751] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02790207 0.04943002 -0.00284701] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02897523 0.05133117 -0.00295651] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03004838 0.05323233 -0.00306601] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03112154 0.05513348 -0.00317551] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00077136 0.00180911 0.00047984] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00154272 0.00361823 0.00095968] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00231408 0.00542734 0.00143953] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00308544 0.00723646 0.00191937] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0038568 0.00904557 0.00239921] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00462816 0.01085469 0.00287905] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00539952 0.0126638 0.0033589 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00617088 0.01447291 0.00383874] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00694224 0.01628203 0.00431858] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0077136 0.01809114 0.00479842] ==--\n",
"\n",
"\n",
" ==== Counter 6100 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00848496 0.01990026 0.00527827] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00925631 0.02170937 0.00575811] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01002767 0.02351848 0.00623795] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01079903 0.0253276 0.00671779] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01157039 0.02713671 0.00719763] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01234175 0.02894583 0.00767748] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01311311 0.03075494 0.00815732] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01388447 0.03256406 0.00863716] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01465583 0.03437317 0.009117 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01542719 0.03618228 0.00959685] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01619855 0.0379914 0.01007669] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01696991 0.03980051 0.01055653] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01774127 0.04160963 0.01103637] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01851263 0.04341874 0.01151621] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01928399 0.04522785 0.01199606] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02005535 0.04703697 0.0124759 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02082671 0.04884608 0.01295574] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02159807 0.0506552 0.01343558] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02236943 0.05246431 0.01391543] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00096639 0.00192753 0.00019458] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00193279 0.00385506 0.00038917] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00289918 0.00578259 0.00058375] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00386558 0.00771012 0.00077834] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00483197 0.00963765 0.00097292] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00579836 0.01156518 0.00116751] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00676476 0.01349271 0.00136209] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00773115 0.01542024 0.00155668] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00869754 0.01734777 0.00175126] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00966394 0.0192753 0.00194585] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01063033 0.02120283 0.00214043] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01159673 0.02313036 0.00233502] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01256312 0.02505788 0.0025296 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01352951 0.02698541 0.00272419] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01449591 0.02891294 0.00291877] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0154623 0.03084047 0.00311336] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01642869 0.032768 0.00330794] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01739509 0.03469553 0.00350253] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01836148 0.03662306 0.00369711] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01932788 0.03855059 0.00389169] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02029427 0.04047812 0.00408628] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02126066 0.04240565 0.00428086] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02222706 0.04433318 0.00447545] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02319345 0.04626071 0.00467003] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02415984 0.04818824 0.00486462] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02512624 0.05011577 0.0050592 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02609263 0.0520433 0.00525379] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02705903 0.05397083 0.00544837] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02802542 0.05589836 0.00564296] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00040289 0.00144165 0.00048916] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00080579 0.00288331 0.00097832] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00120868 0.00432496 0.00146747] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00161158 0.00576662 0.00195663] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00201447 0.00720827 0.00244579] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00241737 0.00864993 0.00293495] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00282026 0.01009158 0.00342411] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00322315 0.01153324 0.00391326] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00362605 0.01297489 0.00440242] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00402894 0.01441655 0.00489158] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00443184 0.0158582 0.00538074] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00483473 0.01729986 0.0058699 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00523762 0.01874151 0.00635906] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00564052 0.02018316 0.00684821] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00604341 0.02162482 0.00733737] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00644631 0.02306647 0.00782653] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0068492 0.02450813 0.00831569] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0072521 0.02594978 0.00880485] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00765499 0.02739144 0.009294 ] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00805788 0.02883309 0.00978316] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00846078 0.03027475 0.01027232] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00886367 0.0317164 0.01076148] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00926657 0.03315806 0.01125064] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00966946 0.03459971 0.01173979] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01007235 0.03604137 0.01222895] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01047525 0.03748302 0.01271811] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01087814 0.03892468 0.01320727] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01128104 0.04036633 0.01369643] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01168393 0.04180798 0.01418558] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00014693 0.00134375 0.00047859] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00029385 0.00268749 0.00095717] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00044078 0.00403124 0.00143576] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0005877 0.00537498 0.00191434] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00073463 0.00671873 0.00239293] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00088155 0.00806248 0.00287151] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00102848 0.00940622 0.0033501 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0011754 0.01074997 0.00382868] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00132233 0.01209371 0.00430727] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00146925 0.01343746 0.00478585] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00161618 0.01478121 0.00526444] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0017631 0.01612495 0.00574302] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00191003 0.0174687 0.00622161] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00205695 0.01881245 0.00670019] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00220388 0.02015619 0.00717878] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0023508 0.02149994 0.00765736] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00249773 0.02284368 0.00813595] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00264465 0.02418743 0.00861454] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00279158 0.02553118 0.00909312] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0029385 0.02687492 0.00957171] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00308543 0.02821867 0.01005029] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00323235 0.02956241 0.01052888] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00337928 0.03090616 0.01100746] ==--\n",
"\n",
"\n",
" ==== Counter 6200 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0035262 0.03224991 0.01148605] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00367313 0.03359365 0.01196463] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00382005 0.0349374 0.01244322] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00396698 0.03628114 0.0129218 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0041139 0.03762489 0.01340039] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00426083 0.03896864 0.01387897] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [8.40022470e-07 9.49398006e-04 4.99436893e-04] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [1.68004494e-06 1.89879601e-03 9.98873786e-04] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [2.52006741e-06 2.84819402e-03 1.49831068e-03] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [3.36008988e-06 3.79759202e-03 1.99774757e-03] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [4.20011235e-06 4.74699003e-03 2.49718447e-03] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [5.04013482e-06 5.69638804e-03 2.99662136e-03] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [5.88015729e-06 6.64578604e-03 3.49605825e-03] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [6.72017976e-06 7.59518405e-03 3.99549514e-03] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [7.56020223e-06 8.54458206e-03 4.49493204e-03] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [8.40022470e-06 9.49398006e-03 4.99436893e-03] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [9.24024717e-06 1.04433781e-02 5.49380582e-03] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [1.00802696e-05 1.13927761e-02 5.99324272e-03] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [1.09202921e-05 1.23421741e-02 6.49267961e-03] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [1.17603146e-05 1.32915721e-02 6.99211650e-03] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [1.26003370e-05 1.42409701e-02 7.49155340e-03] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [1.34403595e-05 1.51903681e-02 7.99099029e-03] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [1.42803820e-05 1.61397661e-02 8.49042718e-03] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [1.51204045e-05 1.70891641e-02 8.98986407e-03] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [1.59604269e-05 1.80385621e-02 9.48930097e-03] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [1.68004494e-05 1.89879601e-02 9.98873786e-03] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [1.76404719e-05 1.99373581e-02 1.04881748e-02] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [1.84804943e-05 2.08867561e-02 1.09876116e-02] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [1.93205168e-05 2.18361541e-02 1.14870485e-02] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [2.01605393e-05 2.27855521e-02 1.19864854e-02] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [2.10005617e-05 2.37349502e-02 1.24859223e-02] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [2.18405842e-05 2.46843482e-02 1.29853592e-02] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [2.26806067e-05 2.56337462e-02 1.34847961e-02] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [2.35206292e-05 2.65831442e-02 1.39842330e-02] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [2.43606516e-05 2.75325422e-02 1.44836699e-02] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0005722 0.00149819 0.00051384] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0011444 0.00299637 0.00102768] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00171661 0.00449456 0.00154152] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00228881 0.00599275 0.00205536] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00286101 0.00749093 0.0025692 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00343321 0.00898912 0.00308304] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00400541 0.01048731 0.00359687] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00457762 0.01198549 0.00411071] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00514982 0.01348368 0.00462455] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00572202 0.01498186 0.00513839] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00629422 0.01648005 0.00565223] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00686642 0.01797824 0.00616607] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00743863 0.01947642 0.00667991] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00801083 0.02097461 0.00719375] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00858303 0.0224728 0.00770759] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00915523 0.02397098 0.00822143] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00972743 0.02546917 0.00873527] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01029964 0.02696736 0.00924911] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01087184 0.02846554 0.00976295] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01144404 0.02996373 0.01027679] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01201624 0.03146192 0.01079062] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01258844 0.0329601 0.01130446] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01316065 0.03445829 0.0118183 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01373285 0.03595648 0.01233214] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01430505 0.03745466 0.01284598] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01487725 0.03895285 0.01335982] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01544945 0.04045103 0.01387366] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01602166 0.04194922 0.0143875 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01659386 0.04344741 0.01490134] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00063952 0.0017308 0.00065719] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00127904 0.0034616 0.00131438] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00191856 0.0051924 0.00197156] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00255808 0.0069232 0.00262875] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0031976 0.00865399 0.00328594] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00383712 0.01038479 0.00394313] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00447664 0.01211559 0.00460031] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00511616 0.01384639 0.0052575 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00575568 0.01557719 0.00591469] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0063952 0.01730799 0.00657188] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00703472 0.01903879 0.00722906] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00767424 0.02076959 0.00788625] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00831376 0.02250039 0.00854344] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00895328 0.02423119 0.00920063] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0095928 0.02596198 0.00985781] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01023232 0.02769278 0.010515 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01087184 0.02942358 0.01117219] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01151136 0.03115438 0.01182938] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01215088 0.03288518 0.01248656] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01279039 0.03461598 0.01314375] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01342991 0.03634678 0.01380094] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01406943 0.03807758 0.01445813] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01470895 0.03980838 0.01511531] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01534847 0.04153918 0.0157725 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01598799 0.04326997 0.01642969] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01662751 0.04500077 0.01708688] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01726703 0.04673157 0.01774406] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01790655 0.04846237 0.01840125] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01854607 0.05019317 0.01905844] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00083224 0.00176994 0.00038207] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00166449 0.00353988 0.00076415] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00249673 0.00530982 0.00114622] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00332898 0.00707976 0.00152829] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00416122 0.0088497 0.00191037] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00499346 0.01061963 0.00229244] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00582571 0.01238957 0.00267451] ==--\n",
"\n",
"\n",
" ==== Counter 6300 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00665795 0.01415951 0.00305659] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00749019 0.01592945 0.00343866] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00832244 0.01769939 0.00382073] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00915468 0.01946933 0.00420281] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00998693 0.02123927 0.00458488] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01081917 0.02300921 0.00496695] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01165141 0.02477915 0.00534903] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01248366 0.02654909 0.0057311 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0133159 0.02831902 0.00611317] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01414814 0.03008896 0.00649525] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01498039 0.0318589 0.00687732] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01581263 0.03362884 0.00725939] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01664488 0.03539878 0.00764147] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01747712 0.03716872 0.00802354] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01830936 0.03893866 0.00840561] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01914161 0.0407086 0.00878769] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01997385 0.04247854 0.00916976] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02080609 0.04424848 0.00955183] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02163834 0.04601842 0.00993391] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02247058 0.04778835 0.01031598] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02330283 0.04955829 0.01069805] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02413507 0.05132823 0.01108013] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00083236 0.0017404 0.00036134] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00166471 0.0034808 0.00072268] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00249707 0.0052212 0.00108402] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00332943 0.0069616 0.00144537] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00416178 0.008702 0.00180671] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00499414 0.0104424 0.00216805] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0058265 0.01218281 0.00252939] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00665885 0.01392321 0.00289073] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00749121 0.01566361 0.00325207] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00832357 0.01740401 0.00361342] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00915592 0.01914441 0.00397476] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00998828 0.02088481 0.0043361 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01082064 0.02262521 0.00469744] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01165299 0.02436561 0.00505878] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01248535 0.02610601 0.00542012] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01331771 0.02784641 0.00578147] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01415006 0.02958681 0.00614281] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01498242 0.03132721 0.00650415] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01581478 0.03306761 0.00686549] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01664714 0.03480802 0.00722683] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01747949 0.03654842 0.00758817] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01831185 0.03828882 0.00794952] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01914421 0.04002922 0.00831086] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01997656 0.04176962 0.0086722 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02080892 0.04351002 0.00903354] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02164128 0.04525042 0.00939488] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02247363 0.04699082 0.00975622] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02330599 0.04873122 0.01011757] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02413835 0.05047162 0.01047891] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00093636 0.00193605 0.00032763] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00187272 0.00387211 0.00065525] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00280908 0.00580816 0.00098288] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00374544 0.00774422 0.00131051] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0046818 0.00968027 0.00163814] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00561816 0.01161633 0.00196576] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00655452 0.01355238 0.00229339] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00749088 0.01548844 0.00262102] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00842724 0.01742449 0.00294865] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0093636 0.01936055 0.00327627] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01029995 0.0212966 0.0036039 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01123631 0.02323266 0.00393153] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01217267 0.02516871 0.00425916] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01310903 0.02710476 0.00458678] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01404539 0.02904082 0.00491441] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01498175 0.03097687 0.00524204] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01591811 0.03291293 0.00556967] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01685447 0.03484898 0.00589729] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01779083 0.03678504 0.00622492] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01872719 0.03872109 0.00655255] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01966355 0.04065715 0.00688018] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02059991 0.0425932 0.0072078 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02153627 0.04452926 0.00753543] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02247263 0.04646531 0.00786306] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02340899 0.04840136 0.00819069] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02434535 0.05033742 0.00851831] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02528171 0.05227347 0.00884594] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02621807 0.05420953 0.00917357] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02715443 0.05614558 0.0095012 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00073696 0.00162223 0.00040947] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00147393 0.00324445 0.00081893] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00221089 0.00486668 0.0012284 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00294786 0.00648891 0.00163786] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00368482 0.00811113 0.00204733] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00442179 0.00973336 0.0024568 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00515875 0.01135558 0.00286626] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00589571 0.01297781 0.00327573] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00663268 0.01460004 0.00368519] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00736964 0.01622226 0.00409466] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00810661 0.01784449 0.00450412] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00884357 0.01946672 0.00491359] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00958054 0.02108894 0.00532306] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0103175 0.02271117 0.00573252] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01105446 0.0243334 0.00614199] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01179143 0.02595562 0.00655145] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01252839 0.02757785 0.00696092] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01326536 0.02920008 0.00737039] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01400232 0.0308223 0.00777985] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01473929 0.03244453 0.00818932] ==--\n",
"\n",
"\n",
" ==== Counter 6400 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01547625 0.03406675 0.00859878] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01621322 0.03568898 0.00900825] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01695018 0.03731121 0.00941771] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01768714 0.03893343 0.00982718] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01842411 0.04055566 0.01023665] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01916107 0.04217789 0.01064611] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01989804 0.04380011 0.01105558] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.020635 0.04542234 0.01146504] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02137197 0.04704457 0.01187451] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00044765 0.0014264 0.00054355] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0008953 0.00285281 0.0010871 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00134295 0.00427921 0.00163066] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0017906 0.00570562 0.00217421] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00223825 0.00713202 0.00271776] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0026859 0.00855843 0.00326131] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00313355 0.00998483 0.00380486] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0035812 0.01141124 0.00434842] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00402886 0.01283764 0.00489197] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00447651 0.01426405 0.00543552] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00492416 0.01569045 0.00597907] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00537181 0.01711686 0.00652262] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00581946 0.01854326 0.00706618] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00626711 0.01996967 0.00760973] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00671476 0.02139607 0.00815328] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00716241 0.02282248 0.00869683] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00761006 0.02424888 0.00924038] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00805771 0.02567529 0.00978394] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00850536 0.02710169 0.01032749] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00895301 0.0285281 0.01087104] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00940066 0.0299545 0.01141459] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00984831 0.0313809 0.01195814] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01029596 0.03280731 0.0125017 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01074361 0.03423371 0.01304525] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01119126 0.03566012 0.0135888 ] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01163891 0.03708652 0.01413235] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01208657 0.03851293 0.0146759 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01253422 0.03993933 0.01521945] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01298187 0.04136574 0.01576301] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00084722 0.00169642 0.00030322] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00169444 0.00339284 0.00060644] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00254166 0.00508926 0.00090966] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00338888 0.00678568 0.00121288] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00423609 0.00848211 0.00151609] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00508331 0.01017853 0.00181931] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00593053 0.01187495 0.00212253] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00677775 0.01357137 0.00242575] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00762497 0.01526779 0.00272897] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00847219 0.01696421 0.00303219] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00931941 0.01866063 0.00333541] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01016663 0.02035705 0.00363863] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01101384 0.02205348 0.00394185] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01186106 0.0237499 0.00424506] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01270828 0.02544632 0.00454828] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0135555 0.02714274 0.0048515 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01440272 0.02883916 0.00515472] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01524994 0.03053558 0.00545794] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01609716 0.032232 0.00576116] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01694438 0.03392842 0.00606438] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01779159 0.03562484 0.0063676 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01863881 0.03732127 0.00667082] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01948603 0.03901769 0.00697403] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02033325 0.04071411 0.00727725] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02118047 0.04241053 0.00758047] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02202769 0.04410695 0.00788369] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02287491 0.04580337 0.00818691] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02372213 0.04749979 0.00849013] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02456934 0.04919621 0.00879335] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.00564349e-03 1.82616811e-03 5.19959299e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00201129 0.00365234 0.00010399] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00301693 0.0054785 0.00015599] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00402257 0.00730467 0.00020798] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00502822 0.00913084 0.00025998] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00603386 0.01095701 0.00031198] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0070395 0.01278318 0.00036397] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00804515 0.01460934 0.00041597] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00905079 0.01643551 0.00046796] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01005643 0.01826168 0.00051996] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01106208 0.02008785 0.00057196] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01206772 0.02191402 0.00062395] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01307337 0.02374019 0.00067595] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01407901 0.02556635 0.00072794] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01508465 0.02739252 0.00077994] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0160903 0.02921869 0.00083193] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01709594 0.03104486 0.00088393] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01810158 0.03287103 0.00093593] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01910723 0.03469719 0.00098792] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02011287 0.03652336 0.00103992] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02111851 0.03834953 0.00109191] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02212416 0.0401757 0.00114391] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0231298 0.04200187 0.00119591] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02413544 0.04382803 0.0012479 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02514109 0.0456542 0.0012999 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02614673 0.04748037 0.00135189] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02715237 0.04930654 0.00140389] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02815802 0.05113271 0.00145589] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02916366 0.05295888 0.00150788] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00071732 0.0015303 0.00037039] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00143463 0.00306059 0.00074078] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00215195 0.00459089 0.00111116] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00286927 0.00612119 0.00148155] ==--\n",
"\n",
"\n",
" ==== Counter 6500 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00358659 0.00765149 0.00185194] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0043039 0.00918178 0.00222233] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00502122 0.01071208 0.00259271] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00573854 0.01224238 0.0029631 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00645585 0.01377267 0.00333349] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00717317 0.01530297 0.00370388] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00789049 0.01683327 0.00407426] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00860781 0.01836357 0.00444465] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00932512 0.01989386 0.00481504] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01004244 0.02142416 0.00518543] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01075976 0.02295446 0.00555581] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01147707 0.02448475 0.0059262 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01219439 0.02601505 0.00629659] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01291171 0.02754535 0.00666698] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01362903 0.02907565 0.00703737] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01434634 0.03060594 0.00740775] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01506366 0.03213624 0.00777814] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01578098 0.03366654 0.00814853] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01649829 0.03519683 0.00851892] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01721561 0.03672713 0.0088893 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01793293 0.03825743 0.00925969] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01865024 0.03978773 0.00963008] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01936756 0.04131802 0.01000047] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02008488 0.04284832 0.01037085] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0208022 0.04437862 0.01074124] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00087589 0.00166921 0.00021098] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00175179 0.00333843 0.00042197] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00262768 0.00500764 0.00063295] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00350358 0.00667686 0.00084394] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00437947 0.00834607 0.00105492] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00525537 0.01001528 0.00126591] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00613126 0.0116845 0.00147689] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00700715 0.01335371 0.00168788] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00788305 0.01502293 0.00189886] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00875894 0.01669214 0.00210985] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00963484 0.01836136 0.00232083] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01051073 0.02003057 0.00253182] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01138662 0.02169978 0.0027428 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01226252 0.023369 0.00295379] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01313841 0.02503821 0.00316477] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01401431 0.02670743 0.00337576] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0148902 0.02837664 0.00358674] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0157661 0.03004585 0.00379773] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01664199 0.03171507 0.00400871] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01751788 0.03338428 0.0042197 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01839378 0.0350535 0.00443068] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01926967 0.03672271 0.00464167] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02014557 0.03839192 0.00485265] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02102146 0.04006114 0.00506364] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02189736 0.04173035 0.00527462] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02277325 0.04339957 0.0054856 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02364914 0.04506878 0.00569659] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02452504 0.046738 0.00590757] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02540093 0.04840721 0.00611856] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00109219 0.00183419 -0.00040692] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00218439 0.00366837 -0.00081383] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00327658 0.00550256 -0.00122075] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00436877 0.00733674 -0.00162767] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00546097 0.00917093 -0.00203459] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00655316 0.01100511 -0.0024415 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00764535 0.0128393 -0.00284842] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00873755 0.01467348 -0.00325534] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00982974 0.01650767 -0.00366226] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01092193 0.01834185 -0.00406917] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01201413 0.02017604 -0.00447609] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01310632 0.02201023 -0.00488301] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01419851 0.02384441 -0.00528992] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01529071 0.0256786 -0.00569684] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0163829 0.02751278 -0.00610376] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01747509 0.02934697 -0.00651068] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01856729 0.03118115 -0.00691759] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01965948 0.03301534 -0.00732451] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02075167 0.03484952 -0.00773143] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02184387 0.03668371 -0.00813835] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02293606 0.03851789 -0.00854526] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02402826 0.04035208 -0.00895218] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02512045 0.04218627 -0.0093591 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02621264 0.04402045 -0.00976601] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02730484 0.04585464 -0.01017293] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02839703 0.04768882 -0.01057985] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02948922 0.04952301 -0.01098677] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03058142 0.05135719 -0.01139368] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03167361 0.05319138 -0.0118006 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00112308 0.00203738 -0.00033725] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00224617 0.00407476 -0.00067449] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00336925 0.00611214 -0.00101174] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00449234 0.00814952 -0.00134899] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00561542 0.0101869 -0.00168624] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00673851 0.01222429 -0.00202348] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00786159 0.01426167 -0.00236073] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00898467 0.01629905 -0.00269798] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01010776 0.01833643 -0.00303523] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01123084 0.02037381 -0.00337247] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01235393 0.02241119 -0.00370972] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01347701 0.02444857 -0.00404697] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0146001 0.02648595 -0.00438422] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01572318 0.02852333 -0.00472146] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01684626 0.03056071 -0.00505871] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01796935 0.0325981 -0.00539596] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01909243 0.03463548 -0.00573321] ==--\n",
"\n",
"\n",
" ==== Counter 6600 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02021552 0.03667286 -0.00607045] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0213386 0.03871024 -0.0064077 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02246169 0.04074762 -0.00674495] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02358477 0.042785 -0.0070822 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02470785 0.04482238 -0.00741944] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02583094 0.04685976 -0.00775669] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02695402 0.04889714 -0.00809394] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02807711 0.05093452 -0.00843119] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02920019 0.0529719 -0.00876843] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03032328 0.05500929 -0.00910568] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03144636 0.05704667 -0.00944293] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03256945 0.05908405 -0.00978018] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00081926 0.00177629 0.00042856] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00163852 0.00355258 0.00085711] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00245779 0.00532887 0.00128567] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00327705 0.00710516 0.00171423] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00409631 0.00888145 0.00214278] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00491557 0.01065774 0.00257134] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00573484 0.01243403 0.0029999 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0065541 0.01421032 0.00342845] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00737336 0.01598661 0.00385701] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00819262 0.0177629 0.00428557] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00901188 0.01953919 0.00471412] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00983115 0.02131548 0.00514268] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01065041 0.02309177 0.00557124] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01146967 0.02486806 0.00599979] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01228893 0.02664435 0.00642835] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0131082 0.02842064 0.00685691] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01392746 0.03019692 0.00728546] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01474672 0.03197321 0.00771402] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01556598 0.0337495 0.00814258] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01638524 0.03552579 0.00857113] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01720451 0.03730208 0.00899969] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01802377 0.03907837 0.00942824] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01884303 0.04085466 0.0098568 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01966229 0.04263095 0.01028536] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02048156 0.04440724 0.01071391] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02130082 0.04618353 0.01114247] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02212008 0.04795982 0.01157103] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02293934 0.04973611 0.01199958] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0237586 0.0515124 0.01242814] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00083809 0.00167726 0.0002559 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00167619 0.00335453 0.00051181] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00251428 0.00503179 0.00076771] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00335238 0.00670906 0.00102361] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00419047 0.00838632 0.00127951] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00502857 0.01006359 0.00153542] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00586666 0.01174085 0.00179132] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00670475 0.01341812 0.00204722] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00754285 0.01509538 0.00230313] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00838094 0.01677265 0.00255903] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00921904 0.01844991 0.00281493] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01005713 0.02012717 0.00307083] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01089523 0.02180444 0.00332674] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01173332 0.0234817 0.00358264] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01257142 0.02515897 0.00383854] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01340951 0.02683623 0.00409445] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0142476 0.0285135 0.00435035] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0150857 0.03019076 0.00460625] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01592379 0.03186803 0.00486216] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01676189 0.03354529 0.00511806] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01759998 0.03522255 0.00537396] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01843808 0.03689982 0.00562986] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01927617 0.03857708 0.00588577] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02011426 0.04025435 0.00614167] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02095236 0.04193161 0.00639757] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02179045 0.04360888 0.00665348] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02262855 0.04528614 0.00690938] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02346664 0.04696341 0.00716528] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02430474 0.04864067 0.00742118] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00050594 0.00141895 0.00049939] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00101187 0.00283789 0.00099878] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00151781 0.00425684 0.00149817] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00202375 0.00567579 0.00199755] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00252969 0.00709474 0.00249694] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00303562 0.00851368 0.00299633] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00354156 0.00993263 0.00349572] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0040475 0.01135158 0.00399511] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00455343 0.01277052 0.0044945 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00505937 0.01418947 0.00499389] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00556531 0.01560842 0.00549327] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00607124 0.01702736 0.00599266] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00657718 0.01844631 0.00649205] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00708312 0.01986526 0.00699144] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00758906 0.02128421 0.00749083] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00809499 0.02270315 0.00799022] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00860093 0.0241221 0.00848961] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00910687 0.02554105 0.008989 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0096128 0.02695999 0.00948838] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01011874 0.02837894 0.00998777] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01062468 0.02979789 0.01048716] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01113062 0.03121684 0.01098655] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01163655 0.03263578 0.01148594] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01214249 0.03405473 0.01198533] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01264843 0.03547368 0.01248472] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01315436 0.03689262 0.0129841 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0136603 0.03831157 0.01348349] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01416624 0.03973052 0.01398288] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01467218 0.04114946 0.01448227] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00078354 0.00156718 0.0002622 ] ==--\n",
"\n",
"\n",
" ==== Counter 6700 ====\n",
"\n",
"\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00156709 0.00313436 0.00052441] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00235063 0.00470154 0.00078661] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00313417 0.00626871 0.00104881] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00391771 0.00783589 0.00131102] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00470126 0.00940307 0.00157322] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0054848 0.01097025 0.00183542] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00626834 0.01253743 0.00209763] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00705189 0.01410461 0.00235983] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00783543 0.01567179 0.00262203] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00861897 0.01723897 0.00288424] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00940251 0.01880614 0.00314644] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01018606 0.02037332 0.00340864] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0109696 0.0219405 0.00367085] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01175314 0.02350768 0.00393305] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01253669 0.02507486 0.00419525] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01332023 0.02664204 0.00445746] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01410377 0.02820922 0.00471966] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01488731 0.0297764 0.00498186] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01567086 0.03134357 0.00524407] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0164544 0.03291075 0.00550627] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01723794 0.03447793 0.00576847] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01802149 0.03604511 0.00603068] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01880503 0.03761229 0.00629288] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01958857 0.03917947 0.00655508] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02037211 0.04074665 0.00681729] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02115566 0.04231382 0.00707949] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0219392 0.043881 0.00734169] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02272274 0.04544818 0.00760389] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00091104 0.0018557 0.00033804] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00182208 0.00371141 0.00067608] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00273311 0.00556711 0.00101412] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00364415 0.00742281 0.00135216] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00455519 0.00927852 0.0016902 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00546623 0.01113422 0.00202824] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00637726 0.01298992 0.00236628] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0072883 0.01484563 0.00270431] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00819934 0.01670133 0.00304235] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00911038 0.01855703 0.00338039] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01002141 0.02041274 0.00371843] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01093245 0.02226844 0.00405647] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01184349 0.02412414 0.00439451] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01275453 0.02597985 0.00473255] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01366556 0.02783555 0.00507059] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0145766 0.02969125 0.00540863] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01548764 0.03154696 0.00574667] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01639868 0.03340266 0.00608471] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01730971 0.03525837 0.00642275] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01822075 0.03711407 0.00676079] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01913179 0.03896977 0.00709883] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02004283 0.04082548 0.00743687] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02095386 0.04268118 0.00777491] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0218649 0.04453688 0.00811294] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02277594 0.04639259 0.00845098] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02368698 0.04824829 0.00878902] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02459801 0.05010399 0.00912706] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02550905 0.0519597 0.0094651 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02642009 0.0538154 0.00980314] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.03703107e-03 2.00950580e-03 4.89629244e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-2.07406214e-03 4.01901159e-03 9.79258487e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00311109 0.00602852 0.00014689] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00414812 0.00803802 0.00019585] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00518516 0.01004753 0.00024481] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00622219 0.01205703 0.00029378] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00725922 0.01406654 0.00034274] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00829625 0.01607605 0.0003917 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00933328 0.01808555 0.00044067] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01037031 0.02009506 0.00048963] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01140734 0.02210456 0.00053859] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01244437 0.02411407 0.00058756] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0134814 0.02612358 0.00063652] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01451843 0.02813308 0.00068548] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01555547 0.03014259 0.00073444] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0165925 0.03215209 0.00078341] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01762953 0.0341616 0.00083237] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01866656 0.0361711 0.00088133] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01970359 0.03818061 0.0009303 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02074062 0.04019012 0.00097926] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02177765 0.04219962 0.00102822] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02281468 0.04420913 0.00107718] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02385171 0.04621863 0.00112615] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02488875 0.04822814 0.00117511] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02592578 0.05023764 0.00122407] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02696281 0.05224715 0.00127304] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02799984 0.05425666 0.001322 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02903687 0.05626616 0.00137096] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0300739 0.05827567 0.00141992] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.08398951e-03 2.12534818e-03 -5.42681602e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00216798 0.0042507 -0.00010854] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00325197 0.00637604 -0.0001628 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00433596 0.00850139 -0.00021707] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00541995 0.01062674 -0.00027134] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00650394 0.01275209 -0.00032561] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00758793 0.01487744 -0.00037988] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00867192 0.01700279 -0.00043415] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00975591 0.01912813 -0.00048841] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0108399 0.02125348 -0.00054268] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01192388 0.02337883 -0.00059695] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01300787 0.02550418 -0.00065122] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01409186 0.02762953 -0.00070549] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01517585 0.02975487 -0.00075975] ==--\n",
"\n",
"\n",
" ==== Counter 6800 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01625984 0.03188022 -0.00081402] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01734383 0.03400557 -0.00086829] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01842782 0.03613092 -0.00092256] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01951181 0.03825627 -0.00097683] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0205958 0.04038162 -0.0010311 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02167979 0.04250696 -0.00108536] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02276378 0.04463231 -0.00113963] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02384777 0.04675766 -0.0011939 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02493176 0.04888301 -0.00124817] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02601575 0.05100836 -0.00130244] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02709974 0.0531337 -0.0013567 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02818373 0.05525905 -0.00141097] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02926772 0.0573844 -0.00146524] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03035171 0.05950975 -0.00151951] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0314357 0.0616351 -0.00157378] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00102676 0.00204867 0.00015461] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00205352 0.00409734 0.00030922] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00308029 0.00614601 0.00046383] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00410705 0.00819468 0.00061843] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00513381 0.01024335 0.00077304] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00616057 0.01229202 0.00092765] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00718734 0.01434069 0.00108226] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0082141 0.01638936 0.00123687] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00924086 0.01843803 0.00139148] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01026762 0.0204867 0.00154608] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01129439 0.02253537 0.00170069] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01232115 0.02458403 0.0018553 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01334791 0.0266327 0.00200991] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01437467 0.02868137 0.00216452] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01540144 0.03073004 0.00231913] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0164282 0.03277871 0.00247374] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01745496 0.03482738 0.00262834] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01848172 0.03687605 0.00278295] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01950849 0.03892472 0.00293756] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02053525 0.04097339 0.00309217] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02156201 0.04302206 0.00324678] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02258877 0.04507073 0.00340139] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02361554 0.0471194 0.00355599] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0246423 0.04916807 0.0037106 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02566906 0.05121674 0.00386521] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02669582 0.05326541 0.00401982] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02772259 0.05531408 0.00417443] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02874935 0.05736275 0.00432904] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02977611 0.05941142 0.00448365] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00045353 0.00147909 0.00029783] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00090707 0.00295818 0.00059565] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0013606 0.00443728 0.00089348] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00181413 0.00591637 0.00119131] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00226766 0.00739546 0.00148913] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0027212 0.00887455 0.00178696] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00317473 0.01035365 0.00208479] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00362826 0.01183274 0.00238261] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00408179 0.01331183 0.00268044] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00453533 0.01479092 0.00297826] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00498886 0.01627002 0.00327609] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00544239 0.01774911 0.00357392] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00589592 0.0192282 0.00387174] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00634946 0.02070729 0.00416957] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00680299 0.02218638 0.0044674 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00725652 0.02366548 0.00476522] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00771006 0.02514457 0.00506305] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00816359 0.02662366 0.00536088] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00861712 0.02810275 0.0056587 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00907065 0.02958185 0.00595653] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00952419 0.03106094 0.00625436] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00997772 0.03254003 0.00655218] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01043125 0.03401912 0.00685001] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01088478 0.03549821 0.00714783] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01133832 0.03697731 0.00744566] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01179185 0.0384564 0.00774349] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01224538 0.03993549 0.00804131] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01269892 0.04141458 0.00833914] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01315245 0.04289368 0.00863697] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00038845 0.00136273 0.00045382] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.0007769 0.00272545 0.00090765] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00116535 0.00408818 0.00136147] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00155381 0.00545091 0.0018153 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00194226 0.00681364 0.00226912] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00233071 0.00817636 0.00272295] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00271916 0.00953909 0.00317677] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00310761 0.01090182 0.00363059] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00349606 0.01226455 0.00408442] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00388451 0.01362727 0.00453824] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00427296 0.01499 0.00499207] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00466142 0.01635273 0.00544589] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00504987 0.01771545 0.00589972] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00543832 0.01907818 0.00635354] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00582677 0.02044091 0.00680737] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00621522 0.02180364 0.00726119] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00660367 0.02316636 0.00771501] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00699212 0.02452909 0.00816884] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00738057 0.02589182 0.00862266] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00776903 0.02725455 0.00907649] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00815748 0.02861727 0.00953031] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00854593 0.02998 0.00998414] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00893438 0.03134273 0.01043796] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00932283 0.03270545 0.01089178] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00971128 0.03406818 0.01134561] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01009973 0.03543091 0.01179943] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01048819 0.03679364 0.01225326] ==--\n",
"\n",
"\n",
" ==== Counter 6900 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01087664 0.03815636 0.01270708] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01126509 0.03951909 0.01316091] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00037576 0.00124185 0.00031881] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00075152 0.0024837 0.00063763] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00112728 0.00372556 0.00095644] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00150305 0.00496741 0.00127525] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00187881 0.00620926 0.00159406] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00225457 0.00745111 0.00191288] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00263033 0.00869297 0.00223169] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00300609 0.00993482 0.0025505 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00338185 0.01117667 0.00286932] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00375762 0.01241852 0.00318813] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00413338 0.01366037 0.00350694] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00450914 0.01490223 0.00382576] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0048849 0.01614408 0.00414457] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00526066 0.01738593 0.00446338] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00563642 0.01862778 0.00478219] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00601219 0.01986964 0.00510101] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00638795 0.02111149 0.00541982] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00676371 0.02235334 0.00573863] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00713947 0.02359519 0.00605745] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00751523 0.02483705 0.00637626] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00789099 0.0260789 0.00669507] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00826676 0.02732075 0.00701389] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00864252 0.0285626 0.0073327 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00901828 0.02980445 0.00765151] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00939404 0.03104631 0.00797032] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0097698 0.03228816 0.00828914] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01014556 0.03353001 0.00860795] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01052132 0.03477186 0.00892676] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01089709 0.03601372 0.00924558] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00040907 0.00136307 0.00048103] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00081814 0.00272615 0.00096207] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0012272 0.00408922 0.0014431 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00163627 0.0054523 0.00192413] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00204534 0.00681537 0.00240516] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00245441 0.00817845 0.0028862 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00286348 0.00954152 0.00336723] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00327255 0.0109046 0.00384826] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00368161 0.01226767 0.0043293 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00409068 0.01363074 0.00481033] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00449975 0.01499382 0.00529136] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00490882 0.01635689 0.00577239] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00531789 0.01771997 0.00625343] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00572696 0.01908304 0.00673446] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00613602 0.02044612 0.00721549] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00654509 0.02180919 0.00769653] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00695416 0.02317227 0.00817756] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00736323 0.02453534 0.00865859] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0077723 0.02589841 0.00913962] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00818137 0.02726149 0.00962066] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00859043 0.02862456 0.01010169] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0089995 0.02998764 0.01058272] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00940857 0.03135071 0.01106375] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00981764 0.03271379 0.01154479] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01022671 0.03407686 0.01202582] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01063577 0.03543994 0.01250685] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01104484 0.03680301 0.01298789] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01145391 0.03816608 0.01346892] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01186298 0.03952916 0.01394995] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00046235 0.00132359 0.00041266] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.0009247 0.00264717 0.00082533] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00138705 0.00397076 0.00123799] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0018494 0.00529435 0.00165066] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00231175 0.00661793 0.00206332] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0027741 0.00794152 0.00247599] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00323645 0.00926511 0.00288865] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0036988 0.01058869 0.00330132] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00416115 0.01191228 0.00371398] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0046235 0.01323587 0.00412665] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00508584 0.01455945 0.00453931] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00554819 0.01588304 0.00495198] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00601054 0.01720663 0.00536464] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00647289 0.01853021 0.00577731] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00693524 0.0198538 0.00618997] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00739759 0.02117739 0.00660264] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00785994 0.02250097 0.0070153 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00832229 0.02382456 0.00742797] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00878464 0.02514815 0.00784063] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00924699 0.02647173 0.0082533 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00970934 0.02779532 0.00866596] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01017169 0.02911891 0.00907863] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01063404 0.03044249 0.00949129] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01109639 0.03176608 0.00990396] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01155874 0.03308966 0.01031662] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01202109 0.03441325 0.01072929] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01248344 0.03573684 0.01114195] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01294579 0.03706042 0.01155461] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01340814 0.03838401 0.01196728] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00058847 0.00149042 0.00047904] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00117694 0.00298083 0.00095809] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00176542 0.00447125 0.00143713] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00235389 0.00596167 0.00191618] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00294236 0.00745209 0.00239522] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00353083 0.0089425 0.00287427] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00411931 0.01043292 0.00335331] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00470778 0.01192334 0.00383236] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00529625 0.01341376 0.0043114 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00588472 0.01490417 0.00479045] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00647319 0.01639459 0.00526949] ==--\n",
"\n",
"\n",
" ==== Counter 7000 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00706167 0.01788501 0.00574854] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00765014 0.01937543 0.00622758] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00823861 0.02086584 0.00670663] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00882708 0.02235626 0.00718567] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00941556 0.02384668 0.00766471] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01000403 0.0253371 0.00814376] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0105925 0.02682751 0.0086228 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01118097 0.02831793 0.00910185] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01176945 0.02980835 0.00958089] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01235792 0.03129877 0.01005994] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01294639 0.03278918 0.01053898] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01353486 0.0342796 0.01101803] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01412333 0.03577002 0.01149707] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01471181 0.03726044 0.01197612] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01530028 0.03875085 0.01245516] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01588875 0.04024127 0.01293421] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01647722 0.04173169 0.01341325] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0170657 0.04322211 0.0138923 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00037212 0.00120383 0.00025763] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00074425 0.00240766 0.00051525] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00111637 0.00361149 0.00077288] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0014885 0.00481532 0.00103051] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00186062 0.00601915 0.00128813] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00223275 0.00722298 0.00154576] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00260487 0.00842681 0.00180338] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.002977 0.00963064 0.00206101] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00334912 0.01083447 0.00231864] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00372125 0.0120383 0.00257626] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00409337 0.01324213 0.00283389] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00446549 0.01444596 0.00309152] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00483762 0.01564979 0.00334914] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00520974 0.01685362 0.00360677] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00558187 0.01805745 0.00386439] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00595399 0.01926128 0.00412202] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00632612 0.02046511 0.00437965] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00669824 0.02166894 0.00463727] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00707037 0.02287277 0.0048949 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00744249 0.0240766 0.00515253] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00781461 0.02528043 0.00541015] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00818674 0.02648426 0.00566778] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00855886 0.02768809 0.0059254 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00893099 0.02889192 0.00618303] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00930311 0.03009575 0.00644066] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00967524 0.03129958 0.00669828] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01004736 0.03250341 0.00695591] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01041949 0.03370724 0.00721354] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01079161 0.03491107 0.00747116] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00077207 0.0016219 0.00036224] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00154414 0.0032438 0.00072449] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00231621 0.0048657 0.00108673] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00308828 0.00648761 0.00144897] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00386035 0.00810951 0.00181121] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00463242 0.00973141 0.00217346] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00540449 0.01135331 0.0025357 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00617656 0.01297521 0.00289794] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00694863 0.01459711 0.00326019] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0077207 0.01621901 0.00362243] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00849277 0.01784092 0.00398467] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00926484 0.01946282 0.00434691] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01003691 0.02108472 0.00470916] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01080898 0.02270662 0.0050714 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01158105 0.02432852 0.00543364] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01235312 0.02595042 0.00579589] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01312519 0.02757232 0.00615813] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01389726 0.02919422 0.00652037] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01466933 0.03081613 0.00688261] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0154414 0.03243803 0.00724486] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01621347 0.03405993 0.0076071 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01698554 0.03568183 0.00796934] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01775761 0.03730373 0.00833158] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01852968 0.03892563 0.00869383] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01930175 0.04054753 0.00905607] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02007382 0.04216944 0.00941831] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02084589 0.04379134 0.00978056] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02161796 0.04541324 0.0101428 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02239003 0.04703514 0.01050504] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00058114 0.00148226 0.00050634] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00116227 0.00296452 0.00101268] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00174341 0.00444677 0.00151902] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00232454 0.00592903 0.00202536] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00290568 0.00741129 0.0025317 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00348681 0.00889355 0.00303804] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00406795 0.01037581 0.00354438] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00464908 0.01185806 0.00405072] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00523022 0.01334032 0.00455706] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00581136 0.01482258 0.0050634 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00639249 0.01630484 0.00556974] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00697363 0.0177871 0.00607608] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00755476 0.01926935 0.00658242] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0081359 0.02075161 0.00708876] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00871703 0.02223387 0.0075951 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00929817 0.02371613 0.00810144] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00987931 0.02519839 0.00860778] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01046044 0.02668064 0.00911413] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01104158 0.0281629 0.00962047] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01162271 0.02964516 0.01012681] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01220385 0.03112742 0.01063315] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01278498 0.03260968 0.01113949] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01336612 0.03409194 0.01164583] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01394725 0.03557419 0.01215217] ==--\n",
"\n",
"\n",
" ==== Counter 7100 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01452839 0.03705645 0.01265851] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01510953 0.03853871 0.01316485] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01569066 0.04002097 0.01367119] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0162718 0.04150323 0.01417753] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01685293 0.04298548 0.01468387] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00077126 0.00161132 0.00033845] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00154252 0.00322263 0.00067691] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00231378 0.00483395 0.00101536] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00308503 0.00644526 0.00135382] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00385629 0.00805658 0.00169227] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00462755 0.00966789 0.00203072] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00539881 0.01127921 0.00236918] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00617007 0.01289052 0.00270763] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00694133 0.01450184 0.00304609] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00771258 0.01611315 0.00338454] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00848384 0.01772447 0.00372299] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0092551 0.01933578 0.00406145] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01002636 0.0209471 0.0043999 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01079762 0.02255841 0.00473836] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01156888 0.02416973 0.00507681] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01234014 0.02578104 0.00541526] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01311139 0.02739236 0.00575372] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01388265 0.02900367 0.00609217] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01465391 0.03061499 0.00643063] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01542517 0.0322263 0.00676908] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01619643 0.03383762 0.00710753] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01696769 0.03544893 0.00744599] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01773895 0.03706025 0.00778444] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0185102 0.03867156 0.0081229 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01928146 0.04028288 0.00846135] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02005272 0.04189419 0.0087998 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02082398 0.04350551 0.00913826] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02159524 0.04511682 0.00947671] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0223665 0.04672814 0.00981517] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00032658 0.00125915 0.00037726] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00065315 0.0025183 0.00075451] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00097973 0.00377745 0.00113177] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00130631 0.0050366 0.00150903] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00163289 0.00629575 0.00188629] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00195946 0.0075549 0.00226354] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00228604 0.00881405 0.0026408 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00261262 0.0100732 0.00301806] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0029392 0.01133235 0.00339532] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00326577 0.0125915 0.00377257] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00359235 0.01385065 0.00414983] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00391893 0.0151098 0.00452709] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00424551 0.01636895 0.00490435] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00457208 0.0176281 0.0052816 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00489866 0.01888725 0.00565886] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00522524 0.0201464 0.00603612] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00555182 0.02140554 0.00641338] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00587839 0.02266469 0.00679063] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00620497 0.02392384 0.00716789] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00653155 0.02518299 0.00754515] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00685813 0.02644214 0.0079224 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0071847 0.02770129 0.00829966] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00751128 0.02896044 0.00867692] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00783786 0.03021959 0.00905418] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00816444 0.03147874 0.00943143] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00849101 0.03273789 0.00980869] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00881759 0.03399704 0.01018595] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00914417 0.03525619 0.01056321] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00947075 0.03651534 0.01094046] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0003772 0.00128434 0.00043203] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.0007544 0.00256869 0.00086406] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0011316 0.00385303 0.00129609] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0015088 0.00513737 0.00172812] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.001886 0.00642172 0.00216015] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0022632 0.00770606 0.00259218] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0026404 0.0089904 0.0030242] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00301759 0.01027475 0.00345623] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00339479 0.01155909 0.00388826] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00377199 0.01284343 0.00432029] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00414919 0.01412777 0.00475232] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00452639 0.01541212 0.00518435] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00490359 0.01669646 0.00561638] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00528079 0.0179808 0.00604841] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00565799 0.01926515 0.00648044] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00603519 0.02054949 0.00691247] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00641239 0.02183383 0.0073445 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00678959 0.02311818 0.00777653] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00716679 0.02440252 0.00820855] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00754399 0.02568686 0.00864058] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00792119 0.02697121 0.00907261] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00829839 0.02825555 0.00950464] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00867558 0.02953989 0.00993667] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00905278 0.03082424 0.0103687 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00942998 0.03210858 0.01080073] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00980718 0.03339292 0.01123276] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01018438 0.03467726 0.01166479] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01056158 0.03596161 0.01209682] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01093878 0.03724595 0.01252885] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00058145 0.00149528 0.00050622] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00116291 0.00299056 0.00101244] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00174436 0.00448585 0.00151866] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00232582 0.00598113 0.00202488] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00290727 0.00747641 0.0025311 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00348873 0.00897169 0.00303732] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00407018 0.01046697 0.00354355] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00465164 0.01196225 0.00404977] ==--\n",
"\n",
"\n",
" ==== Counter 7200 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00523309 0.01345754 0.00455599] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00581455 0.01495282 0.00506221] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.006396 0.0164481 0.00556843] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00697746 0.01794338 0.00607465] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00755891 0.01943866 0.00658087] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00814037 0.02093395 0.00708709] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00872182 0.02242923 0.00759331] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00930328 0.02392451 0.00809953] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00988473 0.02541979 0.00860575] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01046619 0.02691507 0.00911197] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01104764 0.02841035 0.0096182 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0116291 0.02990564 0.01012442] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01221055 0.03140092 0.01063064] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01279201 0.0328962 0.01113686] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01337346 0.03439148 0.01164308] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01395491 0.03588676 0.0121493 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01453637 0.03738205 0.01265552] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01511782 0.03887733 0.01316174] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01569928 0.04037261 0.01366796] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01628073 0.04186789 0.01417418] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01686219 0.04336317 0.0146804 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00069437 0.00155993 0.00042701] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00138873 0.00311986 0.00085403] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0020831 0.00467979 0.00128104] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00277747 0.00623973 0.00170805] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00347183 0.00779966 0.00213507] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0041662 0.00935959 0.00256208] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00486057 0.01091952 0.00298909] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00555493 0.01247945 0.00341611] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0062493 0.01403938 0.00384312] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00694367 0.01559932 0.00427013] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00763803 0.01715925 0.00469715] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0083324 0.01871918 0.00512416] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00902677 0.02027911 0.00555117] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00972113 0.02183904 0.00597819] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0104155 0.02339897 0.0064052 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01110987 0.02495891 0.00683221] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01180423 0.02651884 0.00725923] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0124986 0.02807877 0.00768624] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01319297 0.0296387 0.00811325] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01388733 0.03119863 0.00854027] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0145817 0.03275856 0.00896728] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01527607 0.0343185 0.00939429] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01597043 0.03587843 0.00982131] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0166648 0.03743836 0.01024832] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01735917 0.03899829 0.01067533] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01805353 0.04055822 0.01110235] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0187479 0.04211815 0.01152936] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01944227 0.04367809 0.01195637] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02013663 0.04523802 0.01238339] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00060444 0.00140485 0.00040572] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00120889 0.00280969 0.00081145] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00181333 0.00421454 0.00121717] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00241778 0.00561938 0.0016229 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00302222 0.00702423 0.00202862] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00362667 0.00842908 0.00243435] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00423111 0.00983392 0.00284007] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00483556 0.01123877 0.0032458 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00544 0.01264361 0.00365152] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00604445 0.01404846 0.00405725] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00664889 0.01545331 0.00446297] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00725334 0.01685815 0.0048687 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00785778 0.018263 0.00527442] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00846223 0.01966785 0.00568015] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00906667 0.02107269 0.00608587] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00967112 0.02247754 0.0064916 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01027556 0.02388238 0.00689732] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01088001 0.02528723 0.00730305] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01148445 0.02669208 0.00770877] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0120889 0.02809692 0.0081145 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01269334 0.02950177 0.00852022] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01329779 0.03090661 0.00892595] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01390223 0.03231146 0.00933167] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01450668 0.03371631 0.0097374 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01511112 0.03512115 0.01014312] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01571557 0.036526 0.01054885] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01632001 0.03793084 0.01095457] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01692446 0.03933569 0.0113603 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0175289 0.04074054 0.01176602] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00056503 0.00144536 0.0004902 ] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00113006 0.00289073 0.0009804 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0016951 0.00433609 0.00147061] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00226013 0.00578145 0.00196081] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00282516 0.00722682 0.00245101] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00339019 0.00867218 0.00294121] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00395523 0.01011754 0.00343141] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00452026 0.0115629 0.00392162] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00508529 0.01300827 0.00441182] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00565032 0.01445363 0.00490202] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00621536 0.01589899 0.00539222] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00678039 0.01734436 0.00588242] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00734542 0.01878972 0.00637263] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00791045 0.02023508 0.00686283] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00847548 0.02168045 0.00735303] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00904052 0.02312581 0.00784323] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00960555 0.02457117 0.00833343] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01017058 0.02601654 0.00882364] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01073561 0.0274619 0.00931384] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01130065 0.02890726 0.00980404] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01186568 0.03035263 0.01029424] ==--\n",
"\n",
"\n",
" ==== Counter 7300 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01243071 0.03179799 0.01078444] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01299574 0.03324335 0.01127465] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01356078 0.03468871 0.01176485] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01412581 0.03613408 0.01225505] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01469084 0.03757944 0.01274525] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01525587 0.0390248 0.01323545] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0158209 0.04047017 0.01372566] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01638594 0.04191553 0.01421586] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00073709 0.00162626 0.0003906 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00147418 0.00325253 0.00078121] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00221127 0.00487879 0.00117181] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00294835 0.00650506 0.00156242] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00368544 0.00813132 0.00195302] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00442253 0.00975759 0.00234362] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00515962 0.01138385 0.00273423] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00589671 0.01301011 0.00312483] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0066338 0.01463638 0.00351544] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00737088 0.01626264 0.00390604] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00810797 0.01788891 0.00429664] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00884506 0.01951517 0.00468725] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00958215 0.02114143 0.00507785] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01031924 0.0227677 0.00546846] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01105633 0.02439396 0.00585906] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01179341 0.02602023 0.00624966] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0125305 0.02764649 0.00664027] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01326759 0.02927276 0.00703087] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01400468 0.03089902 0.00742148] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01474177 0.03252528 0.00781208] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01547886 0.03415155 0.00820268] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01621594 0.03577781 0.00859329] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01695303 0.03740408 0.00898389] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01769012 0.03903034 0.0093745 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01842721 0.0406566 0.0097651 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0191643 0.04228287 0.01015571] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01990139 0.04390913 0.01054631] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02063848 0.0455354 0.01093691] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02137556 0.04716166 0.01132752] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00063398 0.00158497 0.00054287] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00126795 0.00316994 0.00108573] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00190193 0.00475491 0.0016286 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00253591 0.00633988 0.00217147] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00316989 0.00792485 0.00271433] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00380386 0.00950982 0.0032572 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00443784 0.01109479 0.00380007] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00507182 0.01267976 0.00434293] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00570579 0.01426474 0.0048858 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00633977 0.01584971 0.00542867] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00697375 0.01743468 0.00597154] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00760773 0.01901965 0.0065144 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0082417 0.02060462 0.00705727] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00887568 0.02218959 0.00760014] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00950966 0.02377456 0.008143 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01014364 0.02535953 0.00868587] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01077761 0.0269445 0.00922874] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01141159 0.02852947 0.0097716 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01204557 0.03011444 0.01031447] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01267954 0.03169941 0.01085734] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01331352 0.03328438 0.0114002 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0139475 0.03486935 0.01194307] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01458148 0.03645432 0.01248594] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01521545 0.03803929 0.0130288 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01584943 0.03962426 0.01357167] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01648341 0.04120923 0.01411454] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01711738 0.04279421 0.01465741] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01775136 0.04437918 0.01520027] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01838534 0.04596415 0.01574314] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0006239 0.00149213 0.0004485 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0012478 0.00298425 0.000897 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0018717 0.00447638 0.00134551] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0024956 0.0059685 0.00179401] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0031195 0.00746063 0.00224251] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0037434 0.00895275 0.00269101] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0043673 0.01044488 0.00313951] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0049912 0.011937 0.00358802] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0056151 0.01342913 0.00403652] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.006239 0.01492125 0.00448502] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0068629 0.01641338 0.00493352] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0074868 0.0179055 0.00538202] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0081107 0.01939763 0.00583052] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0087346 0.02088975 0.00627903] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0093585 0.02238188 0.00672753] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0099824 0.023874 0.00717603] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0106063 0.02536613 0.00762453] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01123021 0.02685825 0.00807303] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01185411 0.02835038 0.00852154] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01247801 0.0298425 0.00897004] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01310191 0.03133463 0.00941854] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01372581 0.03282675 0.00986704] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01434971 0.03431888 0.01031554] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01497361 0.035811 0.01076405] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01559751 0.03730313 0.01121255] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01622141 0.03879525 0.01166105] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01684531 0.04028738 0.01210955] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01746921 0.0417795 0.01255805] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01809311 0.04327163 0.01300656] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00085837 0.00167441 0.00023998] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00171674 0.00334883 0.00047996] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00257511 0.00502324 0.00071994] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00343348 0.00669766 0.00095993] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00429185 0.00837207 0.00119991] ==--\n",
"\n",
"\n",
" ==== Counter 7400 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00515022 0.01004648 0.00143989] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00600859 0.0117209 0.00167987] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00686696 0.01339531 0.00191985] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00772533 0.01506973 0.00215983] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0085837 0.01674414 0.00239981] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00944207 0.01841855 0.0026398 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01030044 0.02009297 0.00287978] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01115881 0.02176738 0.00311976] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01201718 0.0234418 0.00335974] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01287555 0.02511621 0.00359972] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01373392 0.02679063 0.0038397 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01459229 0.02846504 0.00407968] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01545066 0.03013945 0.00431967] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01630903 0.03181387 0.00455965] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0171674 0.03348828 0.00479963] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01802577 0.0351627 0.00503961] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01888414 0.03683711 0.00527959] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0197425 0.03851152 0.00551957] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02060087 0.04018594 0.00575955] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02145924 0.04186035 0.00599954] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02231761 0.04353477 0.00623952] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02317598 0.04520918 0.0064795 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02403435 0.04688359 0.00671948] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02489272 0.04855801 0.00695946] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00083781 0.00169585 0.00030798] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00167562 0.00339171 0.00061595] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00251343 0.00508756 0.00092393] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00335124 0.00678341 0.0012319 ] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00418904 0.00847927 0.00153988] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00502685 0.01017512 0.00184785] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00586466 0.01187097 0.00215583] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00670247 0.01356683 0.00246381] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00754028 0.01526268 0.00277178] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00837809 0.01695853 0.00307976] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0092159 0.01865439 0.00338773] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01005371 0.02035024 0.00369571] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01089152 0.02204609 0.00400369] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01172932 0.02374195 0.00431166] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01256713 0.0254378 0.00461964] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01340494 0.02713365 0.00492761] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01424275 0.02882951 0.00523559] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01508056 0.03052536 0.00554356] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01591837 0.03222121 0.00585154] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01675618 0.03391707 0.00615952] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01759399 0.03561292 0.00646749] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0184318 0.03730877 0.00677547] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0192696 0.03900463 0.00708344] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02010741 0.04070048 0.00739142] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02094522 0.04239633 0.00769939] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02178303 0.04409219 0.00800737] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02262084 0.04578804 0.00831535] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02345865 0.0474839 0.00862332] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02429646 0.04917975 0.0089313 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00073903 0.0016143 0.00039422] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00147806 0.0032286 0.00078844] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00221709 0.00484289 0.00118266] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00295612 0.00645719 0.00157688] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00369515 0.00807149 0.00197111] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00443418 0.00968579 0.00236533] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00517321 0.01130009 0.00275955] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00591223 0.01291438 0.00315377] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00665126 0.01452868 0.00354799] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00739029 0.01614298 0.00394221] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00812932 0.01775728 0.00433643] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00886835 0.01937158 0.00473065] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00960738 0.02098588 0.00512487] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01034641 0.02260017 0.0055191 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01108544 0.02421447 0.00591332] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01182447 0.02582877 0.00630754] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0125635 0.02744307 0.00670176] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01330253 0.02905737 0.00709598] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01404156 0.03067166 0.0074902 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01478059 0.03228596 0.00788442] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01551962 0.03390026 0.00827864] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01625864 0.03551456 0.00867286] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01699767 0.03712886 0.00906709] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0177367 0.03874315 0.00946131] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01847573 0.04035745 0.00985553] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01921476 0.04197175 0.01024975] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01995379 0.04358605 0.01064397] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02069282 0.04520035 0.01103819] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02143185 0.04681464 0.01143241] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00071606 0.00155068 0.00039827] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00143211 0.00310136 0.00079654] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00214817 0.00465205 0.00119481] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00286422 0.00620273 0.00159308] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00358028 0.00775341 0.00199135] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00429633 0.00930409 0.00238962] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00501239 0.01085478 0.00278789] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00572844 0.01240546 0.00318616] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0064445 0.01395614 0.00358443] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00716055 0.01550682 0.0039827 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00787661 0.01705751 0.00438097] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00859266 0.01860819 0.00477924] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00930872 0.02015887 0.00517751] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01002477 0.02170955 0.00557577] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01074083 0.02326024 0.00597404] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01145688 0.02481092 0.00637231] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01217294 0.0263616 0.00677058] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01288899 0.02791228 0.00716885] ==--\n",
"\n",
"\n",
" ==== Counter 7500 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01360505 0.02946297 0.00756712] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0143211 0.03101365 0.00796539] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01503716 0.03256433 0.00836366] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01575321 0.03411501 0.00876193] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01646927 0.0356657 0.0091602 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01718532 0.03721638 0.00955847] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01790138 0.03876706 0.00995674] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01861743 0.04031774 0.01035501] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01933349 0.04186843 0.01075328] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02004954 0.04341911 0.01115155] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0207656 0.04496979 0.01154982] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00053737 0.00131288 0.00035735] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00107474 0.00262577 0.00071471] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00161212 0.00393865 0.00107206] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00214949 0.00525154 0.00142941] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00268686 0.00656442 0.00178677] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00322423 0.0078773 0.00214412] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0037616 0.00919019 0.00250147] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00429897 0.01050307 0.00285883] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00483635 0.01181595 0.00321618] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00537372 0.01312884 0.00357354] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00591109 0.01444172 0.00393089] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00644846 0.01575461 0.00428824] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00698583 0.01706749 0.0046456 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0075232 0.01838037 0.00500295] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00806058 0.01969326 0.0053603 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00859795 0.02100614 0.00571766] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00913532 0.02231903 0.00607501] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00967269 0.02363191 0.00643236] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01021006 0.02494479 0.00678972] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01074743 0.02625768 0.00714707] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01128481 0.02757056 0.00750442] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01182218 0.02888344 0.00786178] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01235955 0.03019633 0.00821913] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01289692 0.03150921 0.00857648] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01343429 0.0328221 0.00893384] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01397166 0.03413498 0.00929119] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01450904 0.03544786 0.00964854] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01504641 0.03676075 0.0100059 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01558378 0.03807363 0.01036325] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00073433 0.00138324 0.00012045] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00146865 0.00276647 0.0002409 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00220298 0.00414971 0.00036135] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0029373 0.00553294 0.0004818 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00367163 0.00691618 0.00060225] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00440595 0.00829942 0.0007227 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00514028 0.00968265 0.00084315] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00587461 0.01106589 0.0009636 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00660893 0.01244912 0.00108405] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00734326 0.01383236 0.0012045 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00807758 0.01521559 0.00132496] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00881191 0.01659883 0.00144541] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00954623 0.01798207 0.00156586] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01028056 0.0193653 0.00168631] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01101488 0.02074854 0.00180676] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01174921 0.02213177 0.00192721] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01248354 0.02351501 0.00204766] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01321786 0.02489825 0.00216811] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01395219 0.02628148 0.00228856] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01468651 0.02766472 0.00240901] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01542084 0.02904795 0.00252946] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01615516 0.03043119 0.00264991] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01688949 0.03181442 0.00277036] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01762382 0.03319766 0.00289081] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01835814 0.0345809 0.00301126] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01909247 0.03596413 0.00313171] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01982679 0.03734737 0.00325216] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02056112 0.0387306 0.00337261] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02129544 0.04011384 0.00349306] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00079434 0.00159891 0.00030303] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00158867 0.00319782 0.00060605] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00238301 0.00479673 0.00090908] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00317734 0.00639564 0.0012121 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00397168 0.00799455 0.00151513] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00476601 0.00959345 0.00181815] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00556035 0.01119236 0.00212118] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00635469 0.01279127 0.0024242 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00714902 0.01439018 0.00272723] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00794336 0.01598909 0.00303025] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00873769 0.017588 0.00333328] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00953203 0.01918691 0.0036363 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01032636 0.02078582 0.00393933] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0111207 0.02238473 0.00424235] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01191504 0.02398364 0.00454538] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01270937 0.02558255 0.00484841] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01350371 0.02718146 0.00515143] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01429804 0.02878036 0.00545446] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01509238 0.03037927 0.00575748] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01588671 0.03197818 0.00606051] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01668105 0.03357709 0.00636353] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01747539 0.035176 0.00666656] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01826972 0.03677491 0.00696958] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01906406 0.03837382 0.00727261] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01985839 0.03997273 0.00757563] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02065273 0.04157164 0.00787866] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02144706 0.04317055 0.00818168] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0222414 0.04476946 0.00848471] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02303574 0.04636836 0.00878774] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00062414 0.0014494 0.00043105] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00124828 0.00289881 0.00086209] ==--\n",
"\n",
"\n",
" ==== Counter 7600 ====\n",
"\n",
"\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00187242 0.00434821 0.00129314] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00249655 0.00579762 0.00172419] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00312069 0.00724702 0.00215523] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00374483 0.00869643 0.00258628] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00436897 0.01014583 0.00301733] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00499311 0.01159523 0.00344837] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00561725 0.01304464 0.00387942] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00624139 0.01449404 0.00431047] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00686552 0.01594345 0.00474151] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00748966 0.01739285 0.00517256] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0081138 0.01884226 0.00560361] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00873794 0.02029166 0.00603465] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00936208 0.02174106 0.0064657 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00998622 0.02319047 0.00689675] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01061035 0.02463987 0.00732779] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01123449 0.02608928 0.00775884] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01185863 0.02753868 0.00818989] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01248277 0.02898809 0.00862093] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01310691 0.03043749 0.00905198] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01373105 0.03188689 0.00948302] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01435519 0.0333363 0.00991407] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01497932 0.0347857 0.01034512] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01560346 0.03623511 0.01077616] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0162276 0.03768451 0.01120721] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01685174 0.03913392 0.01163826] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01747588 0.04058332 0.0120693 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01810002 0.04203272 0.01250035] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00069956 0.00153138 0.00038065] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00139912 0.00306275 0.00076129] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00209868 0.00459413 0.00114194] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00279825 0.00612551 0.00152259] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00349781 0.00765688 0.00190323] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00419737 0.00918826 0.00228388] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00489693 0.01071964 0.00266453] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00559649 0.01225101 0.00304517] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00629605 0.01378239 0.00342582] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00699561 0.01531377 0.00380647] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00769518 0.01684514 0.00418711] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00839474 0.01837652 0.00456776] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0090943 0.0199079 0.00494841] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00979386 0.02143927 0.00532905] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01049342 0.02297065 0.0057097 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01119298 0.02450202 0.00609035] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01189255 0.0260334 0.00647099] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01259211 0.02756478 0.00685164] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01329167 0.02909615 0.00723229] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01399123 0.03062753 0.00761293] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01469079 0.03215891 0.00799358] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01539035 0.03369028 0.00837423] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01608991 0.03522166 0.00875487] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01678948 0.03675304 0.00913552] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01748904 0.03828441 0.00951617] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0181886 0.03981579 0.00989681] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01888816 0.04134717 0.01027746] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01958772 0.04287854 0.01065811] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02028728 0.04440992 0.01103875] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00053255 0.00135213 0.00040291] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00106509 0.00270426 0.00080581] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00159764 0.00405639 0.00120872] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00213019 0.00540852 0.00161163] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00266274 0.00676065 0.00201453] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00319528 0.00811278 0.00241744] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00372783 0.00946491 0.00282034] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00426038 0.01081704 0.00322325] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00479293 0.01216917 0.00362616] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00532547 0.0135213 0.00402906] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00585802 0.01487343 0.00443197] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00639057 0.01622556 0.00483488] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00692311 0.01757769 0.00523778] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00745566 0.01892982 0.00564069] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00798821 0.02028195 0.0060436 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00852076 0.02163408 0.0064465 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0090533 0.02298621 0.00684941] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00958585 0.02433834 0.00725232] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0101184 0.02569047 0.00765522] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01065095 0.0270426 0.00805813] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01118349 0.02839473 0.00846103] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01171604 0.02974686 0.00886394] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01224859 0.03109899 0.00926685] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01278113 0.03245112 0.00966975] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01331368 0.03380325 0.01007266] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01384623 0.03515537 0.01047557] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01437878 0.0365075 0.01087847] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01491132 0.03785963 0.01128138] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01544387 0.03921176 0.01168429] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00066896 0.00145812 0.00036534] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00133793 0.00291624 0.00073068] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00200689 0.00437435 0.00109602] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00267586 0.00583247 0.00146136] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00334482 0.00729059 0.0018267 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00401379 0.00874871 0.00219204] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00468275 0.01020682 0.00255738] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00535171 0.01166494 0.00292272] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00602068 0.01312306 0.00328806] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00668964 0.01458118 0.0036534 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00735861 0.0160393 0.00401874] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00802757 0.01749741 0.00438408] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00869654 0.01895553 0.00474942] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0093655 0.02041365 0.00511476] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01003447 0.02187177 0.0054801 ] ==--\n",
"\n",
"\n",
" ==== Counter 7700 ====\n",
"\n",
"\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01070343 0.02332989 0.00584544] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01137239 0.024788 0.00621078] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01204136 0.02624612 0.00657612] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01271032 0.02770424 0.00694146] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01337929 0.02916236 0.0073068 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01404825 0.03062047 0.00767214] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01471722 0.03207859 0.00803748] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01538618 0.03353671 0.00840282] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01605514 0.03499483 0.00876816] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01672411 0.03645295 0.0091335 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01739307 0.03791106 0.00949884] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01806204 0.03936918 0.00986418] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.018731 0.0408273 0.01022952] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01939997 0.04228542 0.01059486] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00057562 0.00135975 0.00037627] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00115125 0.0027195 0.00075255] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00172687 0.00407925 0.00112882] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00230249 0.005439 0.0015051 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00287812 0.00679875 0.00188137] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00345374 0.00815849 0.00225764] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00402937 0.00951824 0.00263392] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00460499 0.01087799 0.00301019] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00518061 0.01223774 0.00338646] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00575624 0.01359749 0.00376274] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00633186 0.01495724 0.00413901] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00690748 0.01631699 0.00451529] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00748311 0.01767674 0.00489156] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00805873 0.01903649 0.00526783] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00863436 0.02039624 0.00564411] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00920998 0.02175599 0.00602038] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0097856 0.02311573 0.00639665] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01036123 0.02447548 0.00677293] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01093685 0.02583523 0.0071492 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01151247 0.02719498 0.00752548] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0120881 0.02855473 0.00790175] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01266372 0.02991448 0.00827802] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01323934 0.03127423 0.0086543 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01381497 0.03263398 0.00903057] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01439059 0.03399373 0.00940684] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01496622 0.03535348 0.00978312] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01554184 0.03671323 0.01015939] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01611746 0.03807297 0.01053567] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01669309 0.03943272 0.01091194] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00075194 0.00144233 0.0001715 ] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00150387 0.00288467 0.00034301] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00225581 0.004327 0.00051451] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00300774 0.00576933 0.00068601] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00375968 0.00721167 0.00085752] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00451161 0.008654 0.00102902] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00526355 0.01009633 0.00120052] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00601549 0.01153867 0.00137203] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00676742 0.012981 0.00154353] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00751936 0.01442333 0.00171503] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00827129 0.01586566 0.00188654] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00902323 0.017308 0.00205804] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00977517 0.01875033 0.00222955] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0105271 0.02019266 0.00240105] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01127904 0.021635 0.00257255] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01203097 0.02307733 0.00274406] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01278291 0.02451966 0.00291556] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01353484 0.025962 0.00308706] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01428678 0.02740433 0.00325857] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01503872 0.02884666 0.00343007] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01579065 0.030289 0.00360157] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01654259 0.03173133 0.00377308] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01729452 0.03317366 0.00394458] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01804646 0.034616 0.00411608] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0187984 0.03605833 0.00428759] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01955033 0.03750066 0.00445909] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02030227 0.038943 0.00463059] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0210542 0.04038533 0.0048021 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02180614 0.04182766 0.0049736 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00031541 0.00122038 0.00031892] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00063082 0.00244076 0.00063784] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00094623 0.00366114 0.00095676] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00126164 0.00488151 0.00127568] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00157705 0.00610189 0.0015946 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00189246 0.00732227 0.00191353] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00220787 0.00854265 0.00223245] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00252328 0.00976303 0.00255137] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00283869 0.01098341 0.00287029] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0031541 0.01220379 0.00318921] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00346951 0.01342416 0.00350813] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00378492 0.01464454 0.00382705] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00410033 0.01586492 0.00414597] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00441574 0.0170853 0.00446489] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00473115 0.01830568 0.00478381] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00504656 0.01952606 0.00510274] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00536197 0.02074643 0.00542166] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00567738 0.02196681 0.00574058] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00599279 0.02318719 0.0060595 ] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0063082 0.02440757 0.00637842] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00662362 0.02562795 0.00669734] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00693903 0.02684833 0.00701626] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00725444 0.02806871 0.00733518] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00756985 0.02928908 0.0076541 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00788526 0.03050946 0.00797302] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00820067 0.03172984 0.00829195] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00851608 0.03295022 0.00861087] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00883149 0.0341706 0.00892979] ==--\n",
"\n",
"\n",
" ==== Counter 7800 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0091469 0.03539098 0.00924871] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00062042 0.00143985 0.00042771] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00124084 0.00287969 0.00085541] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00186126 0.00431954 0.00128312] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00248168 0.00575939 0.00171083] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00310209 0.00719923 0.00213853] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00372251 0.00863908 0.00256624] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00434293 0.01007893 0.00299395] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00496335 0.01151877 0.00342166] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00558377 0.01295862 0.00384936] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00620419 0.01439847 0.00427707] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00682461 0.01583831 0.00470478] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00744503 0.01727816 0.00513248] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00806545 0.01871801 0.00556019] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00868586 0.02015786 0.0059879 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00930628 0.0215977 0.0064156 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0099267 0.02303755 0.00684331] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01054712 0.0244774 0.00727102] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01116754 0.02591724 0.00769872] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01178796 0.02735709 0.00812643] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01240838 0.02879694 0.00855414] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0130288 0.03023678 0.00898185] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01364921 0.03167663 0.00940955] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01426963 0.03311648 0.00983726] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01489005 0.03455632 0.01026497] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01551047 0.03599617 0.01069267] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01613089 0.03743602 0.01112038] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01675131 0.03887586 0.01154809] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01737173 0.04031571 0.01197579] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01799215 0.04175556 0.0124035 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0005054 0.00135456 0.00042517] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00101079 0.00270911 0.00085034] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00151619 0.00406367 0.0012755 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00202158 0.00541822 0.00170067] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00252698 0.00677278 0.00212584] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00303238 0.00812733 0.00255101] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00353777 0.00948189 0.00297618] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00404317 0.01083644 0.00340134] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00454856 0.012191 0.00382651] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00505396 0.01354555 0.00425168] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00555936 0.01490011 0.00467685] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00606475 0.01625466 0.00510202] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00657015 0.01760922 0.00552718] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00707554 0.01896377 0.00595235] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00758094 0.02031833 0.00637752] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00808633 0.02167288 0.00680269] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00859173 0.02302744 0.00722786] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00909713 0.02438199 0.00765302] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00960252 0.02573655 0.00807819] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01010792 0.0270911 0.00850336] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01061331 0.02844566 0.00892853] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01111871 0.02980021 0.0093537 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01162411 0.03115477 0.00977887] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0121295 0.03250932 0.01020403] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0126349 0.03386388 0.0106292 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01314029 0.03521843 0.01105437] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01364569 0.03657299 0.01147954] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01415109 0.03792754 0.01190471] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01465648 0.0392821 0.01232987] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00053097 0.00137581 0.00042899] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00106194 0.00275162 0.00085798] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00159291 0.00412743 0.00128697] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00212388 0.00550324 0.00171596] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00265485 0.00687905 0.00214495] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00318582 0.00825486 0.00257394] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00371679 0.00963067 0.00300293] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00424776 0.01100648 0.00343192] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00477873 0.0123823 0.00386091] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0053097 0.01375811 0.0042899 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00584067 0.01513392 0.00471889] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00637164 0.01650973 0.00514788] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00690261 0.01788554 0.00557687] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00743359 0.01926135 0.00600586] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00796456 0.02063716 0.00643485] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00849553 0.02201297 0.00686384] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0090265 0.02338878 0.00729283] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00955747 0.02476459 0.00772182] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01008844 0.0261404 0.00815081] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01061941 0.02751621 0.0085798 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01115038 0.02889202 0.00900879] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01168135 0.03026783 0.00943778] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01221232 0.03164364 0.00986677] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01274329 0.03301945 0.01029576] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01327426 0.03439526 0.01072474] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01380523 0.03577108 0.01115373] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0143362 0.03714689 0.01158272] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01486717 0.0385227 0.01201171] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01539814 0.03989851 0.0124407 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00046979 0.00138371 0.0004911 ] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00093958 0.00276741 0.0009822 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00140937 0.00415112 0.00147329] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00187916 0.00553482 0.00196439] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00234895 0.00691853 0.00245549] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00281874 0.00830223 0.00294659] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00328853 0.00968594 0.00343769] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00375832 0.01106964 0.00392878] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00422811 0.01245335 0.00441988] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00469789 0.01383705 0.00491098] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00516768 0.01522076 0.00540208] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00563747 0.01660446 0.00589318] ==--\n",
"\n",
"\n",
" ==== Counter 7900 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00610726 0.01798817 0.00638427] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00657705 0.01937187 0.00687537] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00704684 0.02075558 0.00736647] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00751663 0.02213928 0.00785757] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00798642 0.02352299 0.00834867] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00845621 0.02490669 0.00883976] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.008926 0.0262904 0.00933086] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00939579 0.0276741 0.00982196] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00986558 0.02905781 0.01031306] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01033537 0.03044151 0.01080415] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01080516 0.03182522 0.01129525] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01127495 0.03320893 0.01178635] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01174474 0.03459263 0.01227745] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01221453 0.03597634 0.01276855] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01268432 0.03736004 0.01325964] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01315411 0.03874375 0.01375074] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0136239 0.04012745 0.01424184] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00036548 0.00123415 0.00036011] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00073096 0.00246831 0.00072023] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00109644 0.00370246 0.00108034] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00146192 0.00493661 0.00144046] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0018274 0.00617076 0.00180057] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00219288 0.00740492 0.00216068] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00255836 0.00863907 0.0025208 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00292384 0.00987322 0.00288091] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00328932 0.01110737 0.00324103] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0036548 0.01234153 0.00360114] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00402028 0.01357568 0.00396125] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00438576 0.01480983 0.00432137] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00475124 0.01604398 0.00468148] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00511672 0.01727814 0.00504159] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0054822 0.01851229 0.00540171] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00584768 0.01974644 0.00576182] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00621316 0.02098059 0.00612194] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00657864 0.02221475 0.00648205] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00694413 0.0234489 0.00684216] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00730961 0.02468305 0.00720228] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00767509 0.0259172 0.00756239] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00804057 0.02715136 0.00792251] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00840605 0.02838551 0.00828262] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00877153 0.02961966 0.00864273] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00913701 0.03085382 0.00900285] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00950249 0.03208797 0.00936296] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00986797 0.03332212 0.00972308] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01023345 0.03455627 0.01008319] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01059893 0.03579043 0.0104433 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00045018 0.00127725 0.00037744] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00090036 0.00255449 0.00075487] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00135054 0.00383174 0.00113231] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00180072 0.00510899 0.00150974] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0022509 0.00638624 0.00188718] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00270108 0.00766348 0.00226461] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00315126 0.00894073 0.00264205] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00360144 0.01021798 0.00301949] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00405162 0.01149523 0.00339692] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0045018 0.01277247 0.00377436] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00495198 0.01404972 0.00415179] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00540216 0.01532697 0.00452923] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00585234 0.01660421 0.00490667] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00630252 0.01788146 0.0052841 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0067527 0.01915871 0.00566154] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00720288 0.02043596 0.00603897] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00765306 0.0217132 0.00641641] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00810324 0.02299045 0.00679384] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00855342 0.0242677 0.00717128] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0090036 0.02554495 0.00754872] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00945378 0.02682219 0.00792615] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00990396 0.02809944 0.00830359] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01035414 0.02937669 0.00868102] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01080432 0.03065393 0.00905846] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0112545 0.03193118 0.0094359 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01170468 0.03320843 0.00981333] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01215486 0.03448568 0.01019077] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01260504 0.03576292 0.0105682 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01305522 0.03704017 0.01094564] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00069359 0.00148209 0.00037695] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00138717 0.00296419 0.0007539 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00208076 0.00444628 0.00113086] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00277435 0.00592837 0.00150781] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00346794 0.00741047 0.00188476] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00416152 0.00889256 0.00226171] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00485511 0.01037465 0.00263866] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0055487 0.01185675 0.00301561] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00624229 0.01333884 0.00339257] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00693587 0.01482093 0.00376952] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00762946 0.01630303 0.00414647] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00832305 0.01778512 0.00452342] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00901663 0.01926721 0.00490037] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00971022 0.02074931 0.00527732] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01040381 0.0222314 0.00565428] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0110974 0.02371349 0.00603123] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01179098 0.02519559 0.00640818] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01248457 0.02667768 0.00678513] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01317816 0.02815977 0.00716208] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01387175 0.02964187 0.00753903] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01456533 0.03112396 0.00791599] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01525892 0.03260605 0.00829294] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01595251 0.03408815 0.00866989] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01664609 0.03557024 0.00904684] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01733968 0.03705233 0.00942379] ==--\n",
"\n",
"\n",
" ==== Counter 8000 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01803327 0.03853443 0.00980074] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01872686 0.04001652 0.0101777 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01942044 0.04149861 0.01055465] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02011403 0.04298071 0.0109316 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00025645 0.00142022 0.00072335] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0005129 0.00284043 0.00144669] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00076934 0.00426065 0.00217004] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00102579 0.00568087 0.00289338] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00128224 0.00710108 0.00361673] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00153869 0.0085213 0.00434007] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00179513 0.00994151 0.00506342] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00205158 0.01136173 0.00578677] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00230803 0.01278195 0.00651011] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00256448 0.01420216 0.00723346] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00282092 0.01562238 0.0079568 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00307737 0.0170426 0.00868015] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00333382 0.01846281 0.0094035 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00359027 0.01988303 0.01012684] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00384671 0.02130324 0.01085019] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00410316 0.02272346 0.01157353] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00435961 0.02414368 0.01229688] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00461606 0.02556389 0.01302022] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0048725 0.02698411 0.01374357] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00512895 0.02840433 0.01446692] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0053854 0.02982454 0.01519026] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00564185 0.03124476 0.01591361] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0058983 0.03266497 0.01663695] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00615474 0.03408519 0.0173603 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00641119 0.03550541 0.01808365] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00666764 0.03692562 0.01880699] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00692409 0.03834584 0.01953034] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00718053 0.03976606 0.02025368] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00743698 0.04118627 0.02097703] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.40104647e-04 1.19465448e-03 4.49407665e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-6.80209293e-04 2.38930896e-03 8.98815330e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00102031 0.00358396 0.00013482] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00136042 0.00477862 0.00017976] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00170052 0.00597327 0.0002247 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00204063 0.00716793 0.00026964] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00238073 0.00836258 0.00031459] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00272084 0.00955724 0.00035953] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00306094 0.01075189 0.00040447] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00340105 0.01194654 0.00044941] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00374115 0.0131412 0.00049435] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00408126 0.01433585 0.00053929] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00442136 0.01553051 0.00058423] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00476147 0.01672516 0.00062917] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00510157 0.01791982 0.00067411] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00544167 0.01911447 0.00071905] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00578178 0.02030913 0.00076399] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00612188 0.02150378 0.00080893] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00646199 0.02269844 0.00085387] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00680209 0.02389309 0.00089882] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0071422 0.02508774 0.00094376] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0074823 0.0262824 0.0009887] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00782241 0.02747705 0.00103364] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00816251 0.02867171 0.00107858] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00850262 0.02986636 0.00112352] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00884272 0.03106102 0.00116846] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00918283 0.03225567 0.0012134 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00952293 0.03345033 0.00125834] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00986303 0.03464498 0.00130328] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00058929 0.00139507 0.00039793] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00117858 0.00279014 0.00079585] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00176787 0.00418522 0.00119378] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00235716 0.00558029 0.0015917 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00294644 0.00697536 0.00198963] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00353573 0.00837043 0.00238755] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00412502 0.0097655 0.00278548] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00471431 0.01116057 0.0031834 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0053036 0.01255565 0.00358133] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00589289 0.01395072 0.00397925] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00648218 0.01534579 0.00437718] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00707147 0.01674086 0.0047751 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00766075 0.01813593 0.00517303] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00825004 0.01953101 0.00557095] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00883933 0.02092608 0.00596888] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00942862 0.02232115 0.0063668 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01001791 0.02371622 0.00676473] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0106072 0.02511129 0.00716265] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01119649 0.02650636 0.00756058] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01178578 0.02790144 0.0079585 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01237507 0.02929651 0.00835643] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01296435 0.03069158 0.00875435] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01355364 0.03208665 0.00915228] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01414293 0.03348172 0.0095502 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01473222 0.0348768 0.00994813] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01532151 0.03627187 0.01034605] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0159108 0.03766694 0.01074398] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01650009 0.03906201 0.0111419 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01708938 0.04045708 0.01153983] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00085464 0.00156796 0.00013071] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00170929 0.00313592 0.00026141] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00256393 0.00470389 0.00039212] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00341857 0.00627185 0.00052283] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00427322 0.00783981 0.00065353] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00512786 0.00940777 0.00078424] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00598251 0.01097574 0.00091494] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00683715 0.0125437 0.00104565] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00769179 0.01411166 0.00117636] ==--\n",
"\n",
"\n",
" ==== Counter 8100 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00854644 0.01567962 0.00130706] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00940108 0.01724758 0.00143777] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01025572 0.01881555 0.00156848] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01111037 0.02038351 0.00169918] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01196501 0.02195147 0.00182989] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01281965 0.02351943 0.00196059] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0136743 0.02508739 0.0020913 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01452894 0.02665536 0.00222201] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01538358 0.02822332 0.00235271] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01623823 0.02979128 0.00248342] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01709287 0.03135924 0.00261413] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01794752 0.03292721 0.00274483] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01880216 0.03449517 0.00287554] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0196568 0.03606313 0.00300624] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02051145 0.03763109 0.00313695] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02136609 0.03919905 0.00326766] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02222073 0.04076702 0.00339836] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02307538 0.04233498 0.00352907] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02393002 0.04390294 0.00365978] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02478466 0.0454709 0.00379048] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00032889 0.00124793 0.00042643] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00065778 0.00249587 0.00085285] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00098667 0.0037438 0.00127928] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00131556 0.00499173 0.00170571] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00164445 0.00623966 0.00213213] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00197334 0.0074876 0.00255856] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00230223 0.00873553 0.00298499] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00263113 0.00998346 0.00341141] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00296002 0.0112314 0.00383784] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00328891 0.01247933 0.00426427] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0036178 0.01372726 0.00469069] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00394669 0.0149752 0.00511712] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00427558 0.01622313 0.00554354] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00460447 0.01747106 0.00596997] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00493336 0.01871899 0.0063964 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00526225 0.01996693 0.00682282] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00559114 0.02121486 0.00724925] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00592003 0.02246279 0.00767568] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00624892 0.02371073 0.0081021 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00657781 0.02495866 0.00852853] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0069067 0.02620659 0.00895496] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00723559 0.02745453 0.00938138] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00756449 0.02870246 0.00980781] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00789338 0.02995039 0.01023424] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00822227 0.03119832 0.01066066] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00855116 0.03244626 0.01108709] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00888005 0.03369419 0.01151352] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00920894 0.03494212 0.01193994] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00953783 0.03619006 0.01236637] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00031373 0.00117449 0.00018669] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00062746 0.00234898 0.00037339] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0009412 0.00352347 0.00056008] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00125493 0.00469796 0.00074678] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00156866 0.00587244 0.00093347] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00188239 0.00704693 0.00112017] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00219612 0.00822142 0.00130686] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00250985 0.00939591 0.00149355] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00282359 0.0105704 0.00168025] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00313732 0.01174489 0.00186694] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00345105 0.01291938 0.00205364] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00376478 0.01409387 0.00224033] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00407851 0.01526835 0.00242703] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00439224 0.01644284 0.00261372] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00470598 0.01761733 0.00280042] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00501971 0.01879182 0.00298711] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00533344 0.01996631 0.0031738 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00564717 0.0211408 0.0033605 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0059609 0.02231529 0.00354719] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00627463 0.02348978 0.00373389] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00658837 0.02466426 0.00392058] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0069021 0.02583875 0.00410728] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00721583 0.02701324 0.00429397] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00752956 0.02818773 0.00448066] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00784329 0.02936222 0.00466736] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00815702 0.03053671 0.00485405] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00847076 0.0317112 0.00504075] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00878449 0.03288569 0.00522744] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00909822 0.03406017 0.00541414] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00047965 0.00117524 0.00018715] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.0009593 0.00235048 0.00037431] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00143896 0.00352572 0.00056146] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00191861 0.00470096 0.00074862] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00239826 0.0058762 0.00093577] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00287791 0.00705144 0.00112293] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00335757 0.00822668 0.00131008] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00383722 0.00940193 0.00149724] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00431687 0.01057717 0.00168439] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00479652 0.01175241 0.00187154] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00527617 0.01292765 0.0020587 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00575583 0.01410289 0.00224585] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00623548 0.01527813 0.00243301] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00671513 0.01645337 0.00262016] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00719478 0.01762861 0.00280732] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00767443 0.01880385 0.00299447] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00815409 0.01997909 0.00318162] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00863374 0.02115433 0.00336878] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00911339 0.02232957 0.00355593] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00959304 0.02350481 0.00374309] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0100727 0.02468005 0.00393024] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01055235 0.02585529 0.0041174 ] ==--\n",
"\n",
"\n",
" ==== Counter 8200 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.011032 0.02703054 0.00430455] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01151165 0.02820578 0.00449171] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0119913 0.02938102 0.00467886] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01247096 0.03055626 0.00486601] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01295061 0.0317315 0.00505317] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01343026 0.03290674 0.00524032] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01390991 0.03408198 0.00542748] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00044736 0.00127395 0.00037094] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00089472 0.00254791 0.00074188] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00134207 0.00382186 0.00111282] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00178943 0.00509581 0.00148376] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00223679 0.00636976 0.0018547 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00268415 0.00764372 0.00222564] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0031315 0.00891767 0.00259658] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00357886 0.01019162 0.00296752] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00402622 0.01146558 0.00333846] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00447358 0.01273953 0.00370941] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00492093 0.01401348 0.00408035] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00536829 0.01528744 0.00445129] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00581565 0.01656139 0.00482223] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00626301 0.01783534 0.00519317] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00671036 0.01910929 0.00556411] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00715772 0.02038325 0.00593505] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00760508 0.0216572 0.00630599] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00805244 0.02293115 0.00667693] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00849979 0.02420511 0.00704787] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00894715 0.02547906 0.00741881] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00939451 0.02675301 0.00778975] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00984187 0.02802697 0.00816069] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01028922 0.02930092 0.00853163] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01073658 0.03057487 0.00890257] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01118394 0.03184882 0.00927351] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0116313 0.03312278 0.00964445] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01207866 0.03439673 0.01001539] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01252601 0.03567068 0.01038634] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01297337 0.03694464 0.01075728] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00028997 0.00116149 0.00011996] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00057994 0.00232297 0.00023993] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00086991 0.00348446 0.00035989] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00115988 0.00464595 0.00047985] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00144985 0.00580743 0.00059981] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00173981 0.00696892 0.00071978] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00202978 0.00813041 0.00083974] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00231975 0.0092919 0.0009597 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00260972 0.01045338 0.00107967] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00289969 0.01161487 0.00119963] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00318966 0.01277636 0.00131959] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00347963 0.01393784 0.00143955] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0037696 0.01509933 0.00155952] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00405957 0.01626082 0.00167948] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00434954 0.0174223 0.00179944] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00463951 0.01858379 0.00191941] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00492947 0.01974528 0.00203937] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00521944 0.02090676 0.00215933] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00550941 0.02206825 0.00227929] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00579938 0.02322974 0.00239926] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00608935 0.02439123 0.00251922] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00637932 0.02555271 0.00263918] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00666929 0.0267142 0.00275915] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00695926 0.02787569 0.00287911] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00724923 0.02903717 0.00299907] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0075392 0.03019866 0.00311903] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00782917 0.03136015 0.003239 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00811914 0.03252163 0.00335896] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0084091 0.03368312 0.00347892] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00037631 0.00120028 0.00020495] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00075261 0.00240057 0.0004099 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00112892 0.00360085 0.00061485] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00150523 0.00480113 0.00081979] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00188154 0.00600141 0.00102474] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00225784 0.0072017 0.00122969] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00263415 0.00840198 0.00143464] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00301046 0.00960226 0.00163959] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00338676 0.01080255 0.00184454] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00376307 0.01200283 0.00204949] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00413938 0.01320311 0.00225443] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00451568 0.0144034 0.00245938] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00489199 0.01560368 0.00266433] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0052683 0.01680396 0.00286928] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00564461 0.01800424 0.00307423] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00602091 0.01920453 0.00327918] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00639722 0.02040481 0.00348412] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00677353 0.02160509 0.00368907] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00714983 0.02280538 0.00389402] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00752614 0.02400566 0.00409897] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00790245 0.02520594 0.00430392] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00827876 0.02640623 0.00450887] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00865506 0.02760651 0.00471382] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00903137 0.02880679 0.00491876] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00940768 0.03000707 0.00512371] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00978398 0.03120736 0.00532866] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01016029 0.03240764 0.00553361] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0105366 0.03360792 0.00573856] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0109129 0.03480821 0.00594351] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00077315 0.00131265 -0.00028429] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.0015463 0.0026253 -0.00056857] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00231945 0.00393795 -0.00085286] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0030926 0.00525061 -0.00113714] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00386575 0.00656326 -0.00142143] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0046389 0.00787591 -0.00170572] ==--\n",
"\n",
"\n",
" ==== Counter 8300 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00541205 0.00918856 -0.00199 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0061852 0.01050121 -0.00227429] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00695835 0.01181386 -0.00255858] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0077315 0.01312652 -0.00284286] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00850464 0.01443917 -0.00312715] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00927779 0.01575182 -0.00341143] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01005094 0.01706447 -0.00369572] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01082409 0.01837712 -0.00398001] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01159724 0.01968977 -0.00426429] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01237039 0.02100243 -0.00454858] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01314354 0.02231508 -0.00483286] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01391669 0.02362773 -0.00511715] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01468984 0.02494038 -0.00540144] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01546299 0.02625303 -0.00568572] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01623614 0.02756568 -0.00597001] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01700929 0.02887833 -0.00625429] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01778244 0.03019099 -0.00653858] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01855559 0.03150364 -0.00682287] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01932874 0.03281629 -0.00710715] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02010189 0.03412894 -0.00739144] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02087504 0.03544159 -0.00767573] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02164819 0.03675424 -0.00796001] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02242134 0.0380669 -0.0082443 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00050169 0.00129415 0.00036875] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00100337 0.0025883 0.00073751] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00150506 0.00388245 0.00110626] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00200675 0.0051766 0.00147501] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00250844 0.00647076 0.00184376] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00301012 0.00776491 0.00221252] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00351181 0.00905906 0.00258127] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0040135 0.01035321 0.00295002] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00451519 0.01164736 0.00331878] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00501687 0.01294151 0.00368753] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00551856 0.01423566 0.00405628] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00602025 0.01552981 0.00442503] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00652194 0.01682397 0.00479379] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00702362 0.01811812 0.00516254] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00752531 0.01941227 0.00553129] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.008027 0.02070642 0.00590005] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00852869 0.02200057 0.0062688 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00903037 0.02329472 0.00663755] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00953206 0.02458887 0.0070063 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01003375 0.02588302 0.00737506] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01053544 0.02717717 0.00774381] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01103712 0.02847133 0.00811256] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01153881 0.02976548 0.00848132] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0120405 0.03105963 0.00885007] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01254219 0.03235378 0.00921882] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01304387 0.03364793 0.00958757] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01354556 0.03494208 0.00995633] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01404725 0.03623623 0.01032508] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01454894 0.03753038 0.01069383] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00032446 0.00120329 0.00023015] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00064891 0.00240657 0.0004603 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00097337 0.00360986 0.00069045] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00129783 0.00481314 0.0009206 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00162229 0.00601643 0.00115075] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00194674 0.00721971 0.0013809 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0022712 0.008423 0.00161105] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00259566 0.00962628 0.0018412 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00292011 0.01082957 0.00207135] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00324457 0.01203285 0.0023015 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00356903 0.01323614 0.00253165] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00389349 0.01443942 0.0027618 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00421794 0.01564271 0.00299195] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0045424 0.01684599 0.0032221 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00486686 0.01804928 0.00345225] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00519131 0.01925256 0.0036824 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00551577 0.02045585 0.00391255] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00584023 0.02165913 0.0041427 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00616468 0.02286242 0.00437284] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00648914 0.0240657 0.00460299] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0068136 0.02526899 0.00483314] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00713806 0.02647228 0.00506329] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00746251 0.02767556 0.00529344] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00778697 0.02887885 0.00552359] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00811143 0.03008213 0.00575374] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00843588 0.03128542 0.00598389] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00876034 0.0324887 0.00621404] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0090848 0.03369199 0.00644419] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00940926 0.03489527 0.00667434] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00040493 0.00123161 0.00032243] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00080986 0.00246322 0.00064487] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0012148 0.00369482 0.0009673 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00161973 0.00492643 0.00128973] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00202466 0.00615804 0.00161217] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00242959 0.00738965 0.0019346 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00283452 0.00862126 0.00225703] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00323946 0.00985287 0.00257946] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00364439 0.01108447 0.0029019 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00404932 0.01231608 0.00322433] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00445425 0.01354769 0.00354676] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00485918 0.0147793 0.0038692 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00526411 0.01601091 0.00419163] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00566905 0.01724252 0.00451406] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00607398 0.01847412 0.0048365 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00647891 0.01970573 0.00515893] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00688384 0.02093734 0.00548136] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00728877 0.02216895 0.0058038 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00769371 0.02340056 0.00612623] ==--\n",
"\n",
"\n",
" ==== Counter 8400 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00809864 0.02463216 0.00644866] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00850357 0.02586377 0.00677109] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0089085 0.02709538 0.00709353] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00931343 0.02832699 0.00741596] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00971837 0.0295586 0.00773839] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0101233 0.03079021 0.00806083] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01052823 0.03202181 0.00838326] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01093316 0.03325342 0.00870569] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01133809 0.03448503 0.00902813] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01174302 0.03571664 0.00935056] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0004183 0.0012303 0.00030472] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.0008366 0.00246061 0.00060945] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00125491 0.00369091 0.00091417] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00167321 0.00492122 0.0012189 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00209151 0.00615152 0.00152362] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00250981 0.00738182 0.00182834] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00292811 0.00861213 0.00213307] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00334641 0.00984243 0.00243779] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00376472 0.01107274 0.00274252] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00418302 0.01230304 0.00304724] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00460132 0.01353334 0.00335197] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00501962 0.01476365 0.00365669] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00543792 0.01599395 0.00396141] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00585623 0.01722426 0.00426614] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00627453 0.01845456 0.00457086] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00669283 0.01968486 0.00487559] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00711113 0.02091517 0.00518031] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00752943 0.02214547 0.00548503] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00794773 0.02337578 0.00578976] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00836604 0.02460608 0.00609448] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00878434 0.02583639 0.00639921] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00920264 0.02706669 0.00670393] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00962094 0.02829699 0.00700866] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01003924 0.0295273 0.00731338] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01045755 0.0307576 0.0076181 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01087585 0.03198791 0.00792283] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01129415 0.03321821 0.00822755] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01171245 0.03444851 0.00853228] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01213075 0.03567882 0.008837 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00043852 0.00130459 0.00042544] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00087705 0.00260918 0.00085088] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00131557 0.00391377 0.00127632] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0017541 0.00521837 0.00170176] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00219262 0.00652296 0.0021272 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00263114 0.00782755 0.00255264] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00306967 0.00913214 0.00297807] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00350819 0.01043673 0.00340351] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00394671 0.01174132 0.00382895] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00438524 0.01304591 0.00425439] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00482376 0.01435051 0.00467983] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00526229 0.0156551 0.00510527] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00570081 0.01695969 0.00553071] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00613933 0.01826428 0.00595615] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00657786 0.01956887 0.00638159] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00701638 0.02087346 0.00680703] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0074549 0.02217806 0.00723247] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00789343 0.02348265 0.00765791] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00833195 0.02478724 0.00808334] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00877048 0.02609183 0.00850878] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.009209 0.02739642 0.00893422] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00964752 0.02870101 0.00935966] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01008605 0.0300056 0.0097851 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01052457 0.0313102 0.01021054] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01096309 0.03261479 0.01063598] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01140162 0.03391938 0.01106142] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01184014 0.03522397 0.01148686] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01227867 0.03652856 0.0119123 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01271719 0.03783315 0.01233774] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00042793 0.00123554 0.00032996] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00085585 0.00247108 0.00065993] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00128378 0.00370663 0.00098989] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0017117 0.00494217 0.00131985] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00213963 0.00617771 0.00164982] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00256756 0.00741325 0.00197978] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00299548 0.00864879 0.00230974] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00342341 0.00988434 0.0026397 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00385133 0.01111988 0.00296967] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00427926 0.01235542 0.00329963] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00470719 0.01359096 0.00362959] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00513511 0.0148265 0.00395956] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00556304 0.01606205 0.00428952] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00599096 0.01729759 0.00461948] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00641889 0.01853313 0.00494945] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00684682 0.01976867 0.00527941] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00727474 0.02100421 0.00560937] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00770267 0.02223976 0.00593933] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0081306 0.0234753 0.0062693] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00855852 0.02471084 0.00659926] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00898645 0.02594638 0.00692922] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00941437 0.02718192 0.00725919] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0098423 0.02841747 0.00758915] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01027023 0.02965301 0.00791911] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01069815 0.03088855 0.00824908] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01112608 0.03212409 0.00857904] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.011554 0.03335963 0.008909 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01198193 0.03459518 0.00923897] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01240986 0.03583072 0.00956893] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00053009 0.00130397 0.00034932] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00106019 0.00260794 0.00069863] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00159028 0.00391191 0.00104795] ==--\n",
"\n",
"\n",
" ==== Counter 8500 ====\n",
"\n",
"\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00212037 0.00521588 0.00139727] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00265047 0.00651985 0.00174659] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00318056 0.00782382 0.0020959 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00371065 0.00912779 0.00244522] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00424074 0.01043176 0.00279454] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00477084 0.01173573 0.00314386] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00530093 0.0130397 0.00349317] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00583102 0.01434367 0.00384249] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00636112 0.01564764 0.00419181] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00689121 0.01695161 0.00454113] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0074213 0.01825558 0.00489044] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0079514 0.01955955 0.00523976] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00848149 0.02086352 0.00558908] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00901158 0.02216749 0.00593839] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00954168 0.02347146 0.00628771] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01007177 0.02477543 0.00663703] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01060186 0.0260794 0.00698635] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01113195 0.02738337 0.00733566] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01166205 0.02868733 0.00768498] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01219214 0.0299913 0.0080343 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01272223 0.03129527 0.00838362] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01325233 0.03259924 0.00873293] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01378242 0.03390321 0.00908225] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01431251 0.03520718 0.00943157] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01484261 0.03651115 0.00978089] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0153727 0.03781512 0.0101302 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00046271 0.00120162 0.00022285] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00092543 0.00240323 0.0004457 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00138814 0.00360485 0.00066855] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00185085 0.00480646 0.00089139] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00231356 0.00600808 0.00111424] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00277628 0.00720969 0.00133709] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00323899 0.00841131 0.00155994] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0037017 0.00961292 0.00178279] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00416441 0.01081454 0.00200564] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00462713 0.01201616 0.00222849] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00508984 0.01321777 0.00245133] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00555255 0.01441939 0.00267418] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00601526 0.015621 0.00289703] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00647798 0.01682262 0.00311988] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00694069 0.01802423 0.00334273] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0074034 0.01922585 0.00356558] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00786612 0.02042746 0.00378843] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00832883 0.02162908 0.00401128] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00879154 0.0228307 0.00423412] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00925425 0.02403231 0.00445697] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00971697 0.02523393 0.00467982] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01017968 0.02643554 0.00490267] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01064239 0.02763716 0.00512552] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0111051 0.02883877 0.00534837] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01156782 0.03004039 0.00557122] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01203053 0.031242 0.00579406] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01249324 0.03244362 0.00601691] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01295595 0.03364524 0.00623976] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01341867 0.03484685 0.00646261] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00048214 0.00126616 0.0003353 ] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00096428 0.00253233 0.0006706 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00144642 0.00379849 0.00100591] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00192856 0.00506466 0.00134121] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00241071 0.00633082 0.00167651] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00289285 0.00759698 0.00201181] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00337499 0.00886315 0.00234711] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00385713 0.01012931 0.00268242] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00433927 0.01139548 0.00301772] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00482141 0.01266164 0.00335302] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00530355 0.01392781 0.00368832] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00578569 0.01519397 0.00402362] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00626784 0.01646013 0.00435893] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00674998 0.0177263 0.00469423] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00723212 0.01899246 0.00502953] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00771426 0.02025863 0.00536483] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0081964 0.02152479 0.00570013] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00867854 0.02279095 0.00603544] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00916068 0.02405712 0.00637074] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00964282 0.02532328 0.00670604] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01012497 0.02658945 0.00704134] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01060711 0.02785561 0.00737664] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01108925 0.02912178 0.00771195] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01157139 0.03038794 0.00804725] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01205353 0.0316541 0.00838255] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01253567 0.03292027 0.00871785] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01301781 0.03418643 0.00905315] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01349995 0.0354526 0.00938846] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01398209 0.03671876 0.00972376] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0004325 0.00121374 0.00028319] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00086501 0.00242749 0.00056638] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00129751 0.00364123 0.00084957] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00173002 0.00485497 0.00113276] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00216252 0.00606872 0.00141595] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00259503 0.00728246 0.00169914] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00302753 0.00849621 0.00198233] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00346004 0.00970995 0.00226552] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00389254 0.01092369 0.00254871] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00432504 0.01213744 0.0028319 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00475755 0.01335118 0.00311509] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00519005 0.01456492 0.00339828] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00562256 0.01577867 0.00368147] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00605506 0.01699241 0.00396466] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00648757 0.01820616 0.00424785] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00692007 0.0194199 0.00453104] ==--\n",
"\n",
"\n",
" ==== Counter 8600 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00735258 0.02063364 0.00481423] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00778508 0.02184739 0.00509742] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00821758 0.02306113 0.00538061] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00865009 0.02427487 0.0056638 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00908259 0.02548862 0.00594699] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0095151 0.02670236 0.00623018] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0099476 0.02791611 0.00651337] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01038011 0.02912985 0.00679657] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01081261 0.03034359 0.00707976] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01124512 0.03155734 0.00736295] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01167762 0.03277108 0.00764614] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01211012 0.03398482 0.00792933] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01254263 0.03519857 0.00821252] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0005215 0.00127502 0.00031873] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00104299 0.00255003 0.00063746] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00156449 0.00382505 0.00095619] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00208598 0.00510007 0.00127491] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00260748 0.00637508 0.00159364] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00312897 0.0076501 0.00191237] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00365047 0.00892512 0.0022311 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00417197 0.01020013 0.00254983] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00469346 0.01147515 0.00286856] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00521496 0.01275017 0.00318729] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00573645 0.01402518 0.00350602] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00625795 0.0153002 0.00382474] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00677944 0.01657522 0.00414347] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00730094 0.01785023 0.0044622 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00782244 0.01912525 0.00478093] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00834393 0.02040027 0.00509966] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00886543 0.02167528 0.00541839] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00938692 0.0229503 0.00573712] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00990842 0.02422532 0.00605585] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01042991 0.02550033 0.00637457] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01095141 0.02677535 0.0066933 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01147291 0.02805037 0.00701203] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0119944 0.02932538 0.00733076] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0125159 0.0306004 0.00764949] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01303739 0.03187542 0.00796822] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01355889 0.03315043 0.00828695] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01408039 0.03442545 0.00860568] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01460188 0.03570047 0.0089244 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01512338 0.03697548 0.00924313] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00048039 0.00128108 0.00035067] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00096078 0.00256216 0.00070133] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00144117 0.00384324 0.001052 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00192156 0.00512432 0.00140266] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00240195 0.00640541 0.00175333] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00288234 0.00768649 0.00210399] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00336273 0.00896757 0.00245466] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00384312 0.01024865 0.00280532] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00432351 0.01152973 0.00315599] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0048039 0.01281081 0.00350665] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00528429 0.01409189 0.00385732] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00576468 0.01537297 0.00420798] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00624507 0.01665405 0.00455865] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00672546 0.01793513 0.00490931] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00720585 0.01921622 0.00525998] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00768624 0.0204973 0.00561065] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00816663 0.02177838 0.00596131] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00864702 0.02305946 0.00631198] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0091274 0.02434054 0.00666264] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00960779 0.02562162 0.00701331] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01008818 0.0269027 0.00736397] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01056857 0.02818378 0.00771464] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01104896 0.02946486 0.0080653 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01152935 0.03074594 0.00841597] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01200974 0.03202703 0.00876663] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01249013 0.03330811 0.0091173 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01297052 0.03458919 0.00946796] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01345091 0.03587027 0.00981863] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0139313 0.03715135 0.01016929] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00049877 0.00132091 0.00040219] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00099754 0.00264182 0.00080438] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00149631 0.00396273 0.00120657] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00199508 0.00528364 0.00160875] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00249385 0.00660455 0.00201094] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00299262 0.00792546 0.00241313] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00349139 0.00924637 0.00281532] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00399016 0.01056728 0.00321751] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00448893 0.01188819 0.0036197 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0049877 0.0132091 0.00402189] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00548647 0.01453001 0.00442408] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00598524 0.01585092 0.00482626] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00648401 0.01717183 0.00522845] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00698278 0.01849273 0.00563064] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00748155 0.01981364 0.00603283] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00798032 0.02113455 0.00643502] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00847909 0.02245546 0.00683721] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00897786 0.02377637 0.0072394 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00947663 0.02509728 0.00764158] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0099754 0.02641819 0.00804377] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01047417 0.0277391 0.00844596] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01097294 0.02906001 0.00884815] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01147171 0.03038092 0.00925034] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01197048 0.03170183 0.00965253] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01246925 0.03302274 0.01005472] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01296802 0.03434365 0.0104569 ] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01346679 0.03566456 0.01085909] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01396556 0.03698547 0.01126128] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01446433 0.03830638 0.01166347] ==--\n",
"\n",
"\n",
" ==== Counter 8700 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00040398 0.00122936 0.0003105 ] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00080795 0.00245872 0.00062099] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00121193 0.00368809 0.00093149] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00161591 0.00491745 0.00124199] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00201988 0.00614681 0.00155248] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00242386 0.00737617 0.00186298] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00282784 0.00860554 0.00217348] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00323181 0.0098349 0.00248397] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00363579 0.01106426 0.00279447] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00403977 0.01229362 0.00310497] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00444374 0.01352298 0.00341547] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00484772 0.01475235 0.00372596] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0052517 0.01598171 0.00403646] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00565567 0.01721107 0.00434696] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00605965 0.01844043 0.00465745] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00646363 0.0196698 0.00496795] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0068676 0.02089916 0.00527845] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00727158 0.02212852 0.00558894] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00767556 0.02335788 0.00589944] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00807953 0.02458724 0.00620994] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00848351 0.02581661 0.00652043] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00888749 0.02704597 0.00683093] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00929146 0.02827533 0.00714143] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00969544 0.02950469 0.00745192] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01009942 0.03073405 0.00776242] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01050339 0.03196342 0.00807292] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01090737 0.03319278 0.00838341] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01131135 0.03442214 0.00869391] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01171532 0.0356515 0.00900441] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00039357 0.001189 0.00021808] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00078713 0.002378 0.00043615] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0011807 0.003567 0.00065423] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00157426 0.004756 0.00087231] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00196783 0.00594499 0.00109039] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0023614 0.00713399 0.00130846] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00275496 0.00832299 0.00152654] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00314853 0.00951199 0.00174462] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00354209 0.01070099 0.00196269] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00393566 0.01188999 0.00218077] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00432923 0.01307899 0.00239885] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00472279 0.01426799 0.00261692] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00511636 0.01545699 0.002835 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00550992 0.01664599 0.00305308] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00590349 0.01783498 0.00327116] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00629706 0.01902398 0.00348923] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00669062 0.02021298 0.00370731] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00708419 0.02140198 0.00392539] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00747775 0.02259098 0.00414346] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00787132 0.02377998 0.00436154] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00826489 0.02496898 0.00457962] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00865845 0.02615798 0.0047977 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00905202 0.02734698 0.00501577] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00944558 0.02853597 0.00523385] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00983915 0.02972497 0.00545193] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01023272 0.03091397 0.00567 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01062628 0.03210297 0.00588808] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01101985 0.03329197 0.00610616] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01141342 0.03448097 0.00632424] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0004721 0.00122902 0.00029592] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.0009442 0.00245804 0.00059184] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00141629 0.00368706 0.00088776] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00188839 0.00491608 0.00118369] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00236049 0.0061451 0.00147961] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00283259 0.00737412 0.00177553] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00330469 0.00860314 0.00207145] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00377679 0.00983216 0.00236737] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00424888 0.01106118 0.00266329] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00472098 0.0122902 0.00295921] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00519308 0.01351922 0.00325514] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00566518 0.01474824 0.00355106] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00613728 0.01597726 0.00384698] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00660937 0.01720628 0.0041429 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00708147 0.0184353 0.00443882] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00755357 0.01966433 0.00473474] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00802567 0.02089335 0.00503066] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00849777 0.02212237 0.00532659] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00896986 0.02335139 0.00562251] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00944196 0.02458041 0.00591843] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00991406 0.02580943 0.00621435] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01038616 0.02703845 0.00651027] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01085826 0.02826747 0.00680619] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01133036 0.02949649 0.00710212] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01180245 0.03072551 0.00739804] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01227455 0.03195453 0.00769396] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01274665 0.03318355 0.00798988] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01321875 0.03441257 0.0082858 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01369085 0.03564159 0.00858172] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00052423 0.00125578 0.00028687] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00104846 0.00251156 0.00057374] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00157268 0.00376734 0.00086061] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00209691 0.00502312 0.00114748] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00262114 0.0062789 0.00143435] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00314537 0.00753469 0.00172122] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00366959 0.00879047 0.00200809] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00419382 0.01004625 0.00229496] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00471805 0.01130203 0.00258183] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00524228 0.01255781 0.0028687 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00576651 0.01381359 0.00315557] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00629073 0.01506937 0.00344244] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00681496 0.01632515 0.00372931] ==--\n",
"\n",
"\n",
" ==== Counter 8800 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00733919 0.01758093 0.00401618] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00786342 0.01883671 0.00430305] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00838764 0.02009249 0.00458992] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00891187 0.02134827 0.00487679] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0094361 0.02260406 0.00516366] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00996033 0.02385984 0.00545053] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01048456 0.02511562 0.0057374 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01100878 0.0263714 0.00602427] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01153301 0.02762718 0.00631114] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01205724 0.02888296 0.00659801] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01258147 0.03013874 0.00688488] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01310569 0.03139452 0.00717175] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01362992 0.0326503 0.00745862] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01415415 0.03390608 0.00774549] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01467838 0.03516186 0.00803236] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0152026 0.03641765 0.00831923] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00047836 0.00120155 0.00022036] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00095672 0.00240309 0.00044072] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00143508 0.00360464 0.00066108] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00191345 0.00480619 0.00088144] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00239181 0.00600773 0.0011018 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00287017 0.00720928 0.00132216] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00334853 0.00841083 0.00154252] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00382689 0.00961238 0.00176288] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00430525 0.01081392 0.00198324] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00478362 0.01201547 0.0022036 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00526198 0.01321702 0.00242396] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00574034 0.01441856 0.00264433] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0062187 0.01562011 0.00286469] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00669706 0.01682166 0.00308505] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00717542 0.0180232 0.00330541] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00765379 0.01922475 0.00352577] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00813215 0.0204263 0.00374613] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00861051 0.02162784 0.00396649] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00908887 0.02282939 0.00418685] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00956723 0.02403094 0.00440721] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01004559 0.02523249 0.00462757] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01052395 0.02643403 0.00484793] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01100232 0.02763558 0.00506829] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01148068 0.02883713 0.00528865] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01195904 0.03003867 0.00550901] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0124374 0.03124022 0.00572937] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01291576 0.03244177 0.00594973] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01339412 0.03364331 0.00617009] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01387249 0.03484486 0.00639045] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00056648 0.00126917 0.00026828] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00113295 0.00253833 0.00053657] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00169943 0.0038075 0.00080485] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0022659 0.00507666 0.00107313] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00283238 0.00634583 0.00134142] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00339886 0.00761499 0.0016097 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00396533 0.00888416 0.00187798] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00453181 0.01015333 0.00214627] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00509828 0.01142249 0.00241455] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00566476 0.01269166 0.00268284] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00623124 0.01396082 0.00295112] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00679771 0.01522999 0.0032194 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00736419 0.01649915 0.00348769] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00793066 0.01776832 0.00375597] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00849714 0.01903749 0.00402425] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00906362 0.02030665 0.00429254] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00963009 0.02157582 0.00456082] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01019657 0.02284498 0.0048291 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01076304 0.02411415 0.00509739] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01132952 0.02538331 0.00536567] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.011896 0.02665248 0.00563395] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01246247 0.02792164 0.00590224] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01302895 0.02919081 0.00617052] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01359542 0.03045998 0.0064388 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0141619 0.03172914 0.00670709] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01472838 0.03299831 0.00697537] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01529485 0.03426747 0.00724366] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01586133 0.03553664 0.00751194] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0164278 0.0368058 0.00778022] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00046941 0.00124679 0.00031234] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00093881 0.00249358 0.00062468] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00140822 0.00374037 0.00093702] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00187763 0.00498716 0.00124936] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00234704 0.00623395 0.0015617 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00281644 0.00748074 0.00187404] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00328585 0.00872753 0.00218638] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00375526 0.00997433 0.00249872] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00422467 0.01122112 0.00281106] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00469407 0.01246791 0.00312339] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00516348 0.0137147 0.00343573] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00563289 0.01496149 0.00374807] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0061023 0.01620828 0.00406041] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0065717 0.01745507 0.00437275] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00704111 0.01870186 0.00468509] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00751052 0.01994865 0.00499743] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00797993 0.02119544 0.00530977] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00844933 0.02244223 0.00562211] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00891874 0.02368902 0.00593445] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00938815 0.02493581 0.00624679] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00985756 0.0261826 0.00655913] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01032696 0.02742939 0.00687147] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01079637 0.02867618 0.00718381] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01126578 0.02992298 0.00749615] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01173519 0.03116977 0.00780849] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01220459 0.03241656 0.00812083] ==--\n",
"\n",
"\n",
" ==== Counter 8900 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.012674 0.03366335 0.00843317] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01314341 0.03491014 0.00874551] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01361282 0.03615693 0.00905784] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00055345 0.00130698 0.00032933] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.0011069 0.00261396 0.00065865] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00166035 0.00392093 0.00098798] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00221379 0.00522791 0.0013173 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00276724 0.00653489 0.00164663] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00332069 0.00784187 0.00197596] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00387414 0.00914884 0.00230528] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00442759 0.01045582 0.00263461] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00498104 0.0117628 0.00296393] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00553449 0.01306978 0.00329326] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00608794 0.01437676 0.00362259] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00664138 0.01568373 0.00395191] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00719483 0.01699071 0.00428124] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00774828 0.01829769 0.00461057] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00830173 0.01960467 0.00493989] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00885518 0.02091164 0.00526922] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00940863 0.02221862 0.00559854] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00996208 0.0235256 0.00592787] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01051553 0.02483258 0.0062572 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01106897 0.02613955 0.00658652] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01162242 0.02744653 0.00691585] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01217587 0.02875351 0.00724517] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01272932 0.03006049 0.0075745 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01328277 0.03136747 0.00790383] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01383622 0.03267444 0.00823315] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01438967 0.03398142 0.00856248] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01494312 0.0352884 0.0088918 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01549656 0.03659538 0.00922113] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01605001 0.03790235 0.00955046] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-3.57103068e-04 1.17567491e-03 2.82714050e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-7.14206137e-04 2.35134983e-03 5.65428101e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.07130921e-03 3.52702474e-03 8.48142151e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00142841 0.0047027 0.00011309] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00178552 0.00587837 0.00014136] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00214262 0.00705405 0.00016963] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00249972 0.00822972 0.0001979 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00285682 0.0094054 0.00022617] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00321393 0.01058107 0.00025444] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00357103 0.01175675 0.00028271] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00392813 0.01293242 0.00031099] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00428524 0.0141081 0.00033926] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00464234 0.01528377 0.00036753] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00499944 0.01645945 0.0003958 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00535655 0.01763512 0.00042407] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00571365 0.0188108 0.00045234] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00607075 0.01998647 0.00048061] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00642786 0.02116215 0.00050889] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00678496 0.02233782 0.00053716] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00714206 0.0235135 0.00056543] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00749916 0.02468917 0.0005937 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00785627 0.02586485 0.00062197] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00821337 0.02704052 0.00065024] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00857047 0.0282162 0.00067851] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00892758 0.02939187 0.00070679] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00928468 0.03056755 0.00073506] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00964178 0.03174322 0.00076333] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00999889 0.0329189 0.0007916 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01035599 0.03409457 0.00081987] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00047146 0.00123127 0.00029122] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00094293 0.00246254 0.00058244] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00141439 0.00369381 0.00087366] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00188585 0.00492508 0.00116488] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00235732 0.00615635 0.0014561 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00282878 0.00738762 0.00174732] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00330024 0.00861889 0.00203854] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00377171 0.00985016 0.00232976] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00424317 0.01108143 0.00262098] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00471463 0.0123127 0.0029122 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0051861 0.01354397 0.00320341] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00565756 0.01477524 0.00349463] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00612902 0.01600651 0.00378585] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00660048 0.01723778 0.00407707] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00707195 0.01846905 0.00436829] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00754341 0.01970032 0.00465951] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00801487 0.02093159 0.00495073] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00848634 0.02216286 0.00524195] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0089578 0.02339413 0.00553317] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00942926 0.0246254 0.00582439] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00990073 0.02585667 0.00611561] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01037219 0.02708794 0.00640683] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01084365 0.02831921 0.00669805] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01131512 0.02955048 0.00698927] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01178658 0.03078175 0.00728049] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01225804 0.03201302 0.00757171] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01272951 0.03324429 0.00786293] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01320097 0.03447556 0.00815415] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01367243 0.03570683 0.00844537] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00057871 0.0013144 0.00031067] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00115742 0.0026288 0.00062134] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00173614 0.0039432 0.00093201] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00231485 0.00525759 0.00124269] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00289356 0.00657199 0.00155336] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00347227 0.00788639 0.00186403] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00405099 0.00920079 0.0021747 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0046297 0.01051519 0.00248537] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00520841 0.01182959 0.00279604] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00578712 0.01314399 0.00310672] ==--\n",
"\n",
"\n",
" ==== Counter 9000 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00636584 0.01445839 0.00341739] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00694455 0.01577278 0.00372806] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00752326 0.01708718 0.00403873] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00810197 0.01840158 0.0043494 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00868069 0.01971598 0.00466007] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0092594 0.02103038 0.00497074] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00983811 0.02234478 0.00528142] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01041682 0.02365918 0.00559209] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01099554 0.02497357 0.00590276] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01157425 0.02628797 0.00621343] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01215296 0.02760237 0.0065241 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01273167 0.02891677 0.00683477] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01331039 0.03023117 0.00714545] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0138891 0.03154557 0.00745612] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01446781 0.03285997 0.00776679] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01504652 0.03417436 0.00807746] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01562524 0.03548876 0.00838813] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01620395 0.03680316 0.0086988 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01678266 0.03811756 0.00900947] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00064599 0.00133476 0.00024239] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00129198 0.00266953 0.00048478] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00193797 0.00400429 0.00072717] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00258396 0.00533905 0.00096955] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00322995 0.00667381 0.00121194] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00387594 0.00800858 0.00145433] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00452193 0.00934334 0.00169672] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00516792 0.0106781 0.00193911] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00581391 0.01201286 0.0021815 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00645991 0.01334763 0.00242389] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0071059 0.01468239 0.00266628] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00775189 0.01601715 0.00290866] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00839788 0.01735192 0.00315105] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00904387 0.01868668 0.00339344] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00968986 0.02002144 0.00363583] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01033585 0.0213562 0.00387822] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01098184 0.02269097 0.00412061] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01162783 0.02402573 0.004363 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01227382 0.02536049 0.00460538] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01291981 0.02669525 0.00484777] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0135658 0.02803002 0.00509016] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01421179 0.02936478 0.00533255] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01485778 0.03069954 0.00557494] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01550377 0.0320343 0.00581733] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01614976 0.03336907 0.00605972] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01679575 0.03470383 0.00630211] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01744174 0.03603859 0.00654449] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01808773 0.03737336 0.00678688] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01873373 0.03870812 0.00702927] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00062903 0.0013747 0.00034102] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00125806 0.0027494 0.00068203] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0018871 0.0041241 0.00102305] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00251613 0.0054988 0.00136406] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00314516 0.0068735 0.00170508] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00377419 0.0082482 0.00204609] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00440322 0.0096229 0.00238711] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00503226 0.0109976 0.00272813] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00566129 0.0123723 0.00306914] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00629032 0.013747 0.00341016] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00691935 0.0151217 0.00375117] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00754839 0.0164964 0.00409219] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00817742 0.0178711 0.00443321] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00880645 0.0192458 0.00477422] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00943548 0.0206205 0.00511524] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01006451 0.0219952 0.00545625] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01069355 0.0233699 0.00579727] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01132258 0.0247446 0.00613828] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01195161 0.0261193 0.0064793 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01258064 0.027494 0.00682032] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01320967 0.0288687 0.00716133] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01383871 0.0302434 0.00750235] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01446774 0.0316181 0.00784336] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01509677 0.0329928 0.00818438] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0157258 0.0343675 0.0085254] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01635483 0.0357422 0.00886641] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01698387 0.0371169 0.00920743] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0176129 0.0384916 0.00954844] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01824193 0.0398663 0.00988946] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00058501 0.00136345 0.00037423] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00117002 0.0027269 0.00074846] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00175504 0.00409034 0.00112269] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00234005 0.00545379 0.00149693] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00292506 0.00681724 0.00187116] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00351007 0.00818069 0.00224539] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00409508 0.00954413 0.00261962] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0046801 0.01090758 0.00299385] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00526511 0.01227103 0.00336808] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00585012 0.01363448 0.00374231] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00643513 0.01499793 0.00411655] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00702014 0.01636137 0.00449078] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00760516 0.01772482 0.00486501] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00819017 0.01908827 0.00523924] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00877518 0.02045172 0.00561347] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00936019 0.02181516 0.0059877 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0099452 0.02317861 0.00636193] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01053022 0.02454206 0.00673617] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01111523 0.02590551 0.0071104 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01170024 0.02726896 0.00748463] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01228525 0.0286324 0.00785886] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01287026 0.02999585 0.00823309] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01345528 0.0313593 0.00860732] ==--\n",
"\n",
"\n",
" ==== Counter 9100 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01404029 0.03272275 0.00898155] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0146253 0.03408619 0.00935579] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01521031 0.03544964 0.00973002] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01579532 0.03681309 0.01010425] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01638034 0.03817654 0.01047848] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01696535 0.03953999 0.01085271] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0005403 0.00128989 0.00030997] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00108059 0.00257977 0.00061994] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00162089 0.00386966 0.00092991] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00216119 0.00515955 0.00123988] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00270148 0.00644944 0.00154985] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00324178 0.00773932 0.00185982] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00378208 0.00902921 0.00216979] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00432237 0.0103191 0.00247976] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00486267 0.01160898 0.00278973] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00540297 0.01289887 0.0030997 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00594326 0.01418876 0.00340967] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00648356 0.01547865 0.00371964] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00702386 0.01676853 0.00402961] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00756415 0.01805842 0.00433958] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00810445 0.01934831 0.00464955] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00864475 0.02063819 0.00495952] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00918504 0.02192808 0.00526949] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00972534 0.02321797 0.00557946] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01026564 0.02450786 0.00588943] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01080593 0.02579774 0.0061994 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01134623 0.02708763 0.00650937] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01188653 0.02837752 0.00681934] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01242683 0.02966741 0.00712931] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01296712 0.03095729 0.00743928] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01350742 0.03224718 0.00774924] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01404772 0.03353707 0.00805921] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01458801 0.03482695 0.00836918] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01512831 0.03611684 0.00867915] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01566861 0.03740673 0.00898912] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00075902 0.00149318 0.00022236] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00151804 0.00298636 0.00044473] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00227706 0.00447954 0.00066709] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00303608 0.00597272 0.00088945] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0037951 0.0074659 0.00111181] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00455412 0.00895908 0.00133418] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00531314 0.01045227 0.00155654] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00607216 0.01194545 0.0017789 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00683118 0.01343863 0.00200126] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00759019 0.01493181 0.00222363] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00834921 0.01642499 0.00244599] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00910823 0.01791817 0.00266835] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00986725 0.01941135 0.00289072] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01062627 0.02090453 0.00311308] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01138529 0.02239771 0.00333544] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01214431 0.02389089 0.0035578 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01290333 0.02538407 0.00378017] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01366235 0.02687725 0.00400253] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01442137 0.02837043 0.00422489] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01518039 0.02986362 0.00444725] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01593941 0.0313568 0.00466962] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01669843 0.03284998 0.00489198] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01745745 0.03434316 0.00511434] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01821647 0.03583634 0.0053367 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01897549 0.03732952 0.00555907] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01973451 0.0388227 0.00578143] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02049353 0.04031588 0.00600379] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02125254 0.04180906 0.00622616] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02201156 0.04330224 0.00644852] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00075373 0.00155044 0.00030208] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00150747 0.00310088 0.00060415] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0022612 0.00465132 0.00090623] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00301493 0.00620176 0.00120831] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00376867 0.00775221 0.00151039] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0045224 0.00930265 0.00181246] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00527613 0.01085309 0.00211454] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00602986 0.01240353 0.00241662] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0067836 0.01395397 0.0027187 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00753733 0.01550441 0.00302077] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00829106 0.01705485 0.00332285] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0090448 0.01860529 0.00362493] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00979853 0.02015574 0.00392701] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01055226 0.02170618 0.00422908] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.011306 0.02325662 0.00453116] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01205973 0.02480706 0.00483324] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01281346 0.0263575 0.00513532] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0135672 0.02790794 0.00543739] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01432093 0.02945838 0.00573947] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01507466 0.03100882 0.00604155] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0158284 0.03255926 0.00634363] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01658213 0.03410971 0.0066457 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01733586 0.03566015 0.00694778] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01808959 0.03721059 0.00724986] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01884333 0.03876103 0.00755194] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01959706 0.04031147 0.00785401] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02035079 0.04186191 0.00815609] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02110453 0.04341235 0.00845817] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02185826 0.04496279 0.00876025] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00065338 0.00142113 0.00034237] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00130675 0.00284225 0.00068473] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00196013 0.00426338 0.0010271 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0026135 0.0056845 0.00136947] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00326688 0.00710563 0.00171183] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00392025 0.00852675 0.0020542 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00457363 0.00994788 0.00239657] ==--\n",
"\n",
"\n",
" ==== Counter 9200 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00522701 0.011369 0.00273893] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00588038 0.01279013 0.0030813 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00653376 0.01421126 0.00342367] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00718713 0.01563238 0.00376604] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00784051 0.01705351 0.0041084 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00849388 0.01847463 0.00445077] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00914726 0.01989576 0.00479314] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00980064 0.02131688 0.0051355 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01045401 0.02273801 0.00547787] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01110739 0.02415913 0.00582024] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01176076 0.02558026 0.0061626 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01241414 0.02700139 0.00650497] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01306751 0.02842251 0.00684734] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01372089 0.02984364 0.0071897 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01437427 0.03126476 0.00753207] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01502764 0.03268589 0.00787444] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01568102 0.03410701 0.0082168 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01633439 0.03552814 0.00855917] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01698777 0.03694926 0.00890154] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01764114 0.03837039 0.0092439 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01829452 0.03979152 0.00958627] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0189479 0.04121264 0.00992864] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-1.06858987e-03 2.03246835e-03 7.96842445e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00213718 0.00406494 0.00015937] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00320577 0.00609741 0.00023905] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00427436 0.00812987 0.00031874] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00534295 0.01016234 0.00039842] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00641154 0.01219481 0.00047811] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00748013 0.01422728 0.00055779] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00854872 0.01625975 0.00063747] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00961731 0.01829222 0.00071716] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0106859 0.02032468 0.00079684] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01175449 0.02235715 0.00087653] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01282308 0.02438962 0.00095621] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01389167 0.02642209 0.0010359 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01496026 0.02845456 0.00111558] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01602885 0.03048703 0.00119526] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01709744 0.03251949 0.00127495] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01816603 0.03455196 0.00135463] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01923462 0.03658443 0.00143432] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02030321 0.0386169 0.001514 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0213718 0.04064937 0.00159368] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02244039 0.04268184 0.00167337] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02350898 0.0447143 0.00175305] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02457757 0.04674677 0.00183274] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02564616 0.04877924 0.00191242] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02671475 0.05081171 0.00199211] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02778334 0.05284418 0.00207179] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02885193 0.05487665 0.00215147] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02992052 0.05690911 0.00223116] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03098911 0.05894158 0.00231084] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00097274 0.00187492 0.00023163] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00194547 0.00374983 0.00046327] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00291821 0.00562475 0.0006949 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00389094 0.00749966 0.00092654] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00486368 0.00937458 0.00115817] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00583641 0.01124949 0.0013898 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00680915 0.01312441 0.00162144] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00778188 0.01499932 0.00185307] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00875462 0.01687424 0.0020847 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00972735 0.01874915 0.00231634] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01070009 0.02062407 0.00254797] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01167282 0.02249898 0.00277961] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01264556 0.0243739 0.00301124] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0136183 0.02624881 0.00324287] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01459103 0.02812373 0.00347451] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01556377 0.02999864 0.00370614] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0165365 0.03187356 0.00393777] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01750924 0.03374847 0.00416941] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01848197 0.03562339 0.00440104] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01945471 0.0374983 0.00463268] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02042744 0.03937322 0.00486431] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02140018 0.04124813 0.00509594] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02237291 0.04312305 0.00532758] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02334565 0.04499796 0.00555921] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02431839 0.04687288 0.00579084] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02529112 0.04874779 0.00602248] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02626386 0.05062271 0.00625411] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02723659 0.05249762 0.00648575] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02820933 0.05437254 0.00671738] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-1.03691328e-03 2.01413737e-03 1.85283603e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-2.07382656e-03 4.02827474e-03 3.70567207e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.11073984e-03 6.04241211e-03 5.55850810e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.14765312e-03 8.05654948e-03 7.41134413e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.18456640e-03 1.00706868e-02 9.26418017e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00622148 0.01208482 0.00011117] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00725839 0.01409896 0.0001297 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00829531 0.0161131 0.00014823] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00933222 0.01812724 0.00016676] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01036913 0.02014137 0.00018528] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01140605 0.02215551 0.00020381] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01244296 0.02416965 0.00022234] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01347987 0.02618379 0.00024087] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01451679 0.02819792 0.0002594 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0155537 0.03021206 0.00027793] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01659061 0.0322262 0.00029645] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01762753 0.03424034 0.00031498] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01866444 0.03625447 0.00033351] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01970135 0.03826861 0.00035204] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02073827 0.04028275 0.00037057] ==--\n",
"\n",
"\n",
" ==== Counter 9300 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02177518 0.04229688 0.0003891 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02281209 0.04431102 0.00040762] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02384901 0.04632516 0.00042615] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02488592 0.0483393 0.00044468] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02592283 0.05035343 0.00046321] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02695975 0.05236757 0.00048174] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02799666 0.05438171 0.00050027] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02903357 0.05639585 0.00051879] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03007049 0.05840998 0.00053732] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00110027 0.00196948 -0.00032257] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00220054 0.00393896 -0.00064514] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0033008 0.00590844 -0.0009677 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00440107 0.00787793 -0.00129027] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00550134 0.00984741 -0.00161284] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00660161 0.01181689 -0.00193541] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00770188 0.01378637 -0.00225798] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00880215 0.01575585 -0.00258054] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00990241 0.01772533 -0.00290311] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01100268 0.01969481 -0.00322568] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01210295 0.02166429 -0.00354825] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01320322 0.02363378 -0.00387082] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01430349 0.02560326 -0.00419338] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01540375 0.02757274 -0.00451595] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01650402 0.02954222 -0.00483852] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01760429 0.0315117 -0.00516109] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01870456 0.03348118 -0.00548365] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01980483 0.03545066 -0.00580622] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0209051 0.03742014 -0.00612879] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02200536 0.03938963 -0.00645136] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02310563 0.04135911 -0.00677393] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0242059 0.04332859 -0.00709649] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02530617 0.04529807 -0.00741906] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02640644 0.04726755 -0.00774163] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0275067 0.04923703 -0.0080642 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02860697 0.05120651 -0.00838677] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02970724 0.05317599 -0.00870933] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03080751 0.05514548 -0.0090319 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03190778 0.05711496 -0.00935447] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00112249 0.00179063 -0.00089687] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00224497 0.00358125 -0.00179374] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00336746 0.00537188 -0.0026906 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00448995 0.0071625 -0.00358747] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00561244 0.00895313 -0.00448434] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00673492 0.01074376 -0.00538121] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00785741 0.01253438 -0.00627807] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0089799 0.01432501 -0.00717494] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01010239 0.01611564 -0.00807181] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01122487 0.01790626 -0.00896868] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01234736 0.01969689 -0.00986554] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01346985 0.02148751 -0.01076241] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01459234 0.02327814 -0.01165928] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01571482 0.02506877 -0.01255615] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01683731 0.02685939 -0.01345302] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0179598 0.02865002 -0.01434988] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01908229 0.03044064 -0.01524675] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02020477 0.03223127 -0.01614362] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02132726 0.0340219 -0.01704049] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02244975 0.03581252 -0.01793735] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02357223 0.03760315 -0.01883422] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02469472 0.03939378 -0.01973109] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02581721 0.0411844 -0.02062796] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0269397 0.04297503 -0.02152482] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02806218 0.04476565 -0.02242169] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02918467 0.04655628 -0.02331856] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03030716 0.04834691 -0.02421543] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03142965 0.05013753 -0.0251123 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03255213 0.05192816 -0.02600916] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00106079 0.00169685 -0.00116523] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00212158 0.00339369 -0.00233046] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00318237 0.00509054 -0.0034957 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00424315 0.00678739 -0.00466093] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00530394 0.00848423 -0.00582616] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00636473 0.01018108 -0.00699139] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00742552 0.01187793 -0.00815663] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00848631 0.01357477 -0.00932186] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0095471 0.01527162 -0.01048709] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01060788 0.01696847 -0.01165232] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01166867 0.01866531 -0.01281755] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01272946 0.02036216 -0.01398279] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01379025 0.02205901 -0.01514802] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01485104 0.02375585 -0.01631325] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01591183 0.0254527 -0.01747848] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01697262 0.02714955 -0.01864371] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0180334 0.02884639 -0.01980895] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01909419 0.03054324 -0.02097418] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02015498 0.03224009 -0.02213941] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02121577 0.03393693 -0.02330464] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02227656 0.03563378 -0.02446988] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02333735 0.03733063 -0.02563511] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02439813 0.03902747 -0.02680034] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02545892 0.04072432 -0.02796557] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02651971 0.04242117 -0.0291308 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0275805 0.04411801 -0.03029604] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02864129 0.04581486 -0.03146127] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02970208 0.04751171 -0.0326265 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03076287 0.04920855 -0.03379173] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00104978 0.00189924 -0.00020229] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00209957 0.00379848 -0.00040458] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00314935 0.00569773 -0.00060687] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00419913 0.00759697 -0.00080916] ==--\n",
"\n",
"\n",
" ==== Counter 9400 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00524891 0.00949621 -0.00101145] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0062987 0.01139545 -0.00121374] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00734848 0.0132947 -0.00141603] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00839826 0.01519394 -0.00161832] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00944804 0.01709318 -0.00182061] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01049783 0.01899242 -0.0020229 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01154761 0.02089166 -0.00222518] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01259739 0.02279091 -0.00242747] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01364717 0.02469015 -0.00262976] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01469696 0.02658939 -0.00283205] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01574674 0.02848863 -0.00303434] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01679652 0.03038787 -0.00323663] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0178463 0.03228712 -0.00343892] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01889609 0.03418636 -0.00364121] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01994587 0.0360856 -0.0038435 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02099565 0.03798484 -0.00404579] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02204544 0.03988409 -0.00424808] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02309522 0.04178333 -0.00445037] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.024145 0.04368257 -0.00465266] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02519478 0.04558181 -0.00485495] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02624457 0.04748105 -0.00505724] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02729435 0.0493803 -0.00525953] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02834413 0.05127954 -0.00546182] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02939391 0.05317878 -0.00566411] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0304437 0.05507802 -0.0058664 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.001149 0.0018387 -0.00074827] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.002298 0.00367739 -0.00149654] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00344701 0.00551609 -0.00224481] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00459601 0.00735479 -0.00299308] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00574501 0.00919348 -0.00374135] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00689401 0.01103218 -0.00448962] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00804302 0.01287088 -0.00523789] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00919202 0.01470957 -0.00598615] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01034102 0.01654827 -0.00673442] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01149002 0.01838697 -0.00748269] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01263902 0.02022566 -0.00823096] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01378803 0.02206436 -0.00897923] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01493703 0.02390306 -0.0097275 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01608603 0.02574175 -0.01047577] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01723503 0.02758045 -0.01122404] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01838403 0.02941915 -0.01197231] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01953304 0.03125784 -0.01272058] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02068204 0.03309654 -0.01346885] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02183104 0.03493524 -0.01421712] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02298004 0.03677393 -0.01496539] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02412905 0.03861263 -0.01571366] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02527805 0.04045133 -0.01646193] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02642705 0.04229002 -0.0172102 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02757605 0.04412872 -0.01795846] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02872505 0.04596742 -0.01870673] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02987406 0.04780611 -0.019455 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03102306 0.04964481 -0.02020327] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03217206 0.05148351 -0.02095154] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03332106 0.0533222 -0.02169981] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00107354 0.00185364 -0.00029142] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00214708 0.00370728 -0.00058285] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00322062 0.00556092 -0.00087427] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00429416 0.00741456 -0.00116569] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0053677 0.00926819 -0.00145712] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00644124 0.01112183 -0.00174854] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00751478 0.01297547 -0.00203997] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00858832 0.01482911 -0.00233139] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00966186 0.01668275 -0.00262281] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0107354 0.01853639 -0.00291424] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01180894 0.02039003 -0.00320566] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01288248 0.02224367 -0.00349708] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01395602 0.0240973 -0.00378851] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01502956 0.02595094 -0.00407993] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0161031 0.02780458 -0.00437135] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01717664 0.02965822 -0.00466278] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01825018 0.03151186 -0.0049542 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01932372 0.0333655 -0.00524563] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02039726 0.03521914 -0.00553705] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0214708 0.03707278 -0.00582847] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02254434 0.03892642 -0.0061199 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02361788 0.04078005 -0.00641132] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02469142 0.04263369 -0.00670274] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02576496 0.04448733 -0.00699417] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0268385 0.04634097 -0.00728559] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02791204 0.04819461 -0.00757701] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02898558 0.05004825 -0.00786844] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03005912 0.05190189 -0.00815986] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03113266 0.05375553 -0.00845129] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00105185 0.00172275 -0.00094585] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0021037 0.00344549 -0.00189171] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00315555 0.00516824 -0.00283756] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0042074 0.00689099 -0.00378341] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00525925 0.00861374 -0.00472927] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0063111 0.01033648 -0.00567512] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00736295 0.01205923 -0.00662097] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0084148 0.01378198 -0.00756683] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00946665 0.01550473 -0.00851268] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0105185 0.01722747 -0.00945853] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01157036 0.01895022 -0.01040439] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01262221 0.02067297 -0.01135024] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01367406 0.02239571 -0.01229609] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01472591 0.02411846 -0.01324195] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01577776 0.02584121 -0.0141878 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01682961 0.02756396 -0.01513365] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01788146 0.0292867 -0.01607951] ==--\n",
"\n",
"\n",
" ==== Counter 9500 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01893331 0.03100945 -0.01702536] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01998516 0.0327322 -0.01797121] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02103701 0.03445495 -0.01891707] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02208886 0.03617769 -0.01986292] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02314071 0.03790044 -0.02080877] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02419256 0.03962319 -0.02175463] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02524441 0.04134594 -0.02270048] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02629626 0.04306868 -0.02364633] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02734811 0.04479143 -0.02459219] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02839996 0.04651418 -0.02553804] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02945181 0.04823692 -0.02648389] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03050366 0.04995967 -0.02742975] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00104789 0.00170678 -0.0011244 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00209578 0.00341356 -0.00224881] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00314367 0.00512034 -0.00337321] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00419156 0.00682712 -0.00449762] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00523945 0.0085339 -0.00562202] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00628734 0.01024068 -0.00674642] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00733523 0.01194746 -0.00787083] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00838312 0.01365424 -0.00899523] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00943101 0.01536102 -0.01011964] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0104789 0.0170678 -0.01124404] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01152679 0.01877458 -0.01236844] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01257469 0.02048135 -0.01349285] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01362258 0.02218813 -0.01461725] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01467047 0.02389491 -0.01574166] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01571836 0.02560169 -0.01686606] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01676625 0.02730847 -0.01799046] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01781414 0.02901525 -0.01911487] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01886203 0.03072203 -0.02023927] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01990992 0.03242881 -0.02136368] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02095781 0.03413559 -0.02248808] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0220057 0.03584237 -0.02361248] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02305359 0.03754915 -0.02473689] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02410148 0.03925593 -0.02586129] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02514937 0.04096271 -0.0269857 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02619726 0.04266949 -0.0281101 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02724515 0.04437627 -0.0292345 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02829304 0.04608305 -0.03035891] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02934093 0.04778983 -0.03148331] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03038882 0.04949661 -0.03260772] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00111823 0.00191047 -0.00099992] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00223646 0.00382095 -0.00199983] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00335468 0.00573142 -0.00299975] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00447291 0.0076419 -0.00399966] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00559114 0.00955237 -0.00499958] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00670937 0.01146285 -0.00599949] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0078276 0.01337332 -0.00699941] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00894582 0.0152838 -0.00799933] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01006405 0.01719427 -0.00899924] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01118228 0.01910474 -0.00999916] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01230051 0.02101522 -0.01099907] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01341874 0.02292569 -0.01199899] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01453696 0.02483617 -0.0129989 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01565519 0.02674664 -0.01399882] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01677342 0.02865712 -0.01499874] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01789165 0.03056759 -0.01599865] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01900988 0.03247807 -0.01699857] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0201281 0.03438854 -0.01799848] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02124633 0.03629901 -0.0189984 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02236456 0.03820949 -0.01999831] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02348279 0.04011996 -0.02099823] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02460102 0.04203044 -0.02199815] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02571924 0.04394091 -0.02299806] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02683747 0.04585139 -0.02399798] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0279557 0.04776186 -0.02499789] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02907393 0.04967233 -0.02599781] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03019216 0.05158281 -0.02699772] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03131038 0.05349328 -0.02799764] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03242861 0.05540376 -0.02899756] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00110588 0.00184013 -0.00065105] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00221176 0.00368027 -0.0013021 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00331764 0.0055204 -0.00195314] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00442352 0.00736054 -0.00260419] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0055294 0.00920067 -0.00325524] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00663528 0.01104081 -0.00390629] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00774116 0.01288094 -0.00455734] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00884704 0.01472108 -0.00520838] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00995292 0.01656121 -0.00585943] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01105881 0.01840135 -0.00651048] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01216469 0.02024148 -0.00716153] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01327057 0.02208162 -0.00781258] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01437645 0.02392175 -0.00846362] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01548233 0.02576189 -0.00911467] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01658821 0.02760202 -0.00976572] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01769409 0.02944216 -0.01041677] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01879997 0.03128229 -0.01106782] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01990585 0.03312243 -0.01171887] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02101173 0.03496256 -0.01236991] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02211761 0.0368027 -0.01302096] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02322349 0.03864283 -0.01367201] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02432937 0.04048296 -0.01432306] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02543525 0.0423231 -0.01497411] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02654113 0.04416323 -0.01562515] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02764701 0.04600337 -0.0162762 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02875289 0.0478435 -0.01692725] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02985877 0.04968364 -0.0175783 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03096465 0.05152377 -0.01822935] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03207054 0.05336391 -0.01888039] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0011007 0.00186129 -0.0008163 ] ==--\n",
"\n",
"\n",
" ==== Counter 9600 ====\n",
"\n",
"\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00220139 0.00372258 -0.00163261] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00330209 0.00558387 -0.00244891] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00440278 0.00744516 -0.00326522] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00550348 0.00930645 -0.00408152] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00660417 0.01116774 -0.00489783] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00770487 0.01302903 -0.00571413] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00880556 0.01489032 -0.00653044] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00990626 0.01675161 -0.00734674] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01100695 0.01861289 -0.00816305] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01210765 0.02047418 -0.00897935] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01320834 0.02233547 -0.00979565] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01430904 0.02419676 -0.01061196] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01540973 0.02605805 -0.01142826] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01651043 0.02791934 -0.01224457] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01761112 0.02978063 -0.01306087] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01871182 0.03164192 -0.01387718] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01981251 0.03350321 -0.01469348] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02091321 0.0353645 -0.01550979] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0220139 0.03722579 -0.01632609] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0231146 0.03908708 -0.0171424 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02421529 0.04094837 -0.0179587 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02531599 0.04280966 -0.018775 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02641668 0.04467095 -0.01959131] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02751738 0.04653224 -0.02040761] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02861807 0.04839353 -0.02122392] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02971877 0.05025482 -0.02204022] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03081946 0.05211611 -0.02285653] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03192016 0.05397739 -0.02367283] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00085801 0.00143795 -0.00023026] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00171603 0.00287589 -0.00046052] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00257404 0.00431384 -0.00069078] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00343205 0.00575178 -0.00092104] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00429007 0.00718973 -0.0011513 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00514808 0.00862767 -0.00138156] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00600609 0.01006562 -0.00161183] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0068641 0.01150356 -0.00184209] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00772212 0.01294151 -0.00207235] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00858013 0.01437945 -0.00230261] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00943814 0.0158174 -0.00253287] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01029616 0.01725534 -0.00276313] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01115417 0.01869329 -0.00299339] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01201218 0.02013124 -0.00322365] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0128702 0.02156918 -0.00345391] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01372821 0.02300713 -0.00368417] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01458622 0.02444507 -0.00391443] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01544423 0.02588302 -0.00414469] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01630225 0.02732096 -0.00437496] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01716026 0.02875891 -0.00460522] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01801827 0.03019685 -0.00483548] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01887629 0.0316348 -0.00506574] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0197343 0.03307274 -0.005296 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02059231 0.03451069 -0.00552626] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02145033 0.03594864 -0.00575652] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02230834 0.03738658 -0.00598678] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02316635 0.03882453 -0.00621704] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02402436 0.04026247 -0.0064473 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02488238 0.04170042 -0.00667756] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00035827 0.00050805 -0.00130267] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00071654 0.0010161 -0.00260533] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00107481 0.00152415 -0.003908 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00143309 0.0020322 -0.00521067] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00179136 0.00254025 -0.00651333] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00214963 0.0030483 -0.007816 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0025079 0.00355635 -0.00911867] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00286617 0.0040644 -0.01042133] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00322444 0.00457246 -0.011724 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00358272 0.00508051 -0.01302667] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00394099 0.00558856 -0.01432934] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00429926 0.00609661 -0.015632 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00465753 0.00660466 -0.01693467] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0050158 0.00711271 -0.01823734] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00537407 0.00762076 -0.01954 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00573235 0.00812881 -0.02084267] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00609062 0.00863686 -0.02214534] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00644889 0.00914491 -0.023448 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00680716 0.00965296 -0.02475067] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00716543 0.01016101 -0.02605334] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0075237 0.01066906 -0.027356 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00788198 0.01117711 -0.02865867] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00824025 0.01168516 -0.02996134] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00859852 0.01219321 -0.031264 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00895679 0.01270126 -0.03256667] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00931506 0.01320932 -0.03386934] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00967333 0.01371737 -0.03517201] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01003161 0.01422542 -0.03647467] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01038988 0.01473347 -0.03777734] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00111309 0.00181539 -0.00068081] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00222618 0.00363077 -0.00136163] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00333927 0.00544616 -0.00204244] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00445236 0.00726154 -0.00272325] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00556545 0.00907693 -0.00340406] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00667854 0.01089231 -0.00408488] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00779163 0.0127077 -0.00476569] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00890472 0.01452308 -0.0054465 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01001781 0.01633847 -0.00612732] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0111309 0.01815385 -0.00680813] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01224399 0.01996924 -0.00748894] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01335708 0.02178463 -0.00816975] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01447017 0.02360001 -0.00885057] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01558326 0.0254154 -0.00953138] ==--\n",
"\n",
"\n",
" ==== Counter 9700 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01669635 0.02723078 -0.01021219] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01780944 0.02904617 -0.01089301] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01892253 0.03086155 -0.01157382] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02003562 0.03267694 -0.01225463] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02114871 0.03449232 -0.01293544] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0222618 0.03630771 -0.01361626] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02337489 0.0381231 -0.01429707] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02448798 0.03993848 -0.01497788] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02560107 0.04175387 -0.0156587 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02671416 0.04356925 -0.01633951] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02782725 0.04538464 -0.01702032] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02894034 0.04720002 -0.01770113] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03005343 0.04901541 -0.01838195] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03116652 0.05083079 -0.01906276] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03227961 0.05264618 -0.01974357] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00106722 0.00168808 -0.00099484] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00213443 0.00337616 -0.00198969] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00320165 0.00506424 -0.00298453] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00426886 0.00675232 -0.00397938] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00533608 0.0084404 -0.00497422] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00640329 0.01012848 -0.00596907] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00747051 0.01181656 -0.00696391] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00853773 0.01350464 -0.00795876] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00960494 0.01519272 -0.0089536 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01067216 0.0168808 -0.00994844] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01173937 0.01856888 -0.01094329] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01280659 0.02025696 -0.01193813] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0138738 0.02194504 -0.01293298] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01494102 0.02363312 -0.01392782] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01600824 0.0253212 -0.01492267] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01707545 0.02700928 -0.01591751] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01814267 0.02869736 -0.01691236] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01920988 0.03038544 -0.0179072 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0202771 0.03207352 -0.01890204] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02134431 0.0337616 -0.01989689] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02241153 0.03544968 -0.02089173] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02347875 0.03713776 -0.02188658] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02454596 0.03882584 -0.02288142] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02561318 0.04051392 -0.02387627] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02668039 0.042202 -0.02487111] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02774761 0.04389008 -0.02586596] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02881482 0.04557816 -0.0268608 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02988204 0.04726624 -0.02785564] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03094926 0.04895432 -0.02885049] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-8.50610911e-04 1.60265583e-03 9.16148562e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00170122 0.00320531 0.00018323] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00255183 0.00480797 0.00027484] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00340244 0.00641062 0.00036646] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00425305 0.00801328 0.00045807] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00510367 0.00961593 0.00054969] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00595428 0.01121859 0.0006413 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00680489 0.01282125 0.00073292] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0076555 0.0144239 0.00082453] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00850611 0.01602656 0.00091615] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00935672 0.01762921 0.00100776] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01020733 0.01923187 0.00109938] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01105794 0.02083453 0.00119099] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01190855 0.02243718 0.00128261] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01275916 0.02403984 0.00137422] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01360977 0.02564249 0.00146584] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01446039 0.02724515 0.00155745] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.015311 0.0288478 0.00164907] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01616161 0.03045046 0.00174068] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01701222 0.03205312 0.0018323 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01786283 0.03365577 0.00192391] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01871344 0.03525843 0.00201553] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01956405 0.03686108 0.00210714] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02041466 0.03846374 0.00219876] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02126527 0.0400664 0.00229037] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02211588 0.04166905 0.00238199] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02296649 0.04327171 0.0024736 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02381711 0.04487436 0.00256522] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02466772 0.04647702 0.00265683] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00098287 0.00157507 -0.00173899] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00196573 0.00315014 -0.00347799] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0029486 0.00472521 -0.00521698] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00393147 0.00630028 -0.00695598] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00491433 0.00787535 -0.00869497] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0058972 0.00945042 -0.01043397] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00688007 0.01102549 -0.01217296] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00786294 0.01260056 -0.01391196] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0088458 0.01417563 -0.01565095] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00982867 0.01575069 -0.01738994] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01081154 0.01732576 -0.01912894] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0117944 0.01890083 -0.02086793] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01277727 0.0204759 -0.02260693] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01376014 0.02205097 -0.02434592] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.014743 0.02362604 -0.02608492] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01572587 0.02520111 -0.02782391] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01670874 0.02677618 -0.0295629 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0176916 0.02835125 -0.0313019 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01867447 0.02992632 -0.03304089] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01965734 0.03150139 -0.03477989] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02064021 0.03307646 -0.03651888] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02162307 0.03465153 -0.03825788] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02260594 0.0362266 -0.03999687] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02358881 0.03780167 -0.04173587] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02457167 0.03937674 -0.04347486] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02555454 0.04095181 -0.04521385] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02653741 0.04252688 -0.04695285] ==--\n",
"\n",
"\n",
" ==== Counter 9800 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02752027 0.04410194 -0.04869184] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02850314 0.04567701 -0.05043084] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00104503 0.00171562 -0.00074586] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00209007 0.00343123 -0.00149171] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0031351 0.00514685 -0.00223757] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00418014 0.00686247 -0.00298343] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00522517 0.00857809 -0.00372928] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00627021 0.0102937 -0.00447514] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00731524 0.01200932 -0.005221 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00836028 0.01372494 -0.00596686] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00940531 0.01544056 -0.00671271] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01045035 0.01715617 -0.00745857] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01149538 0.01887179 -0.00820443] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01254042 0.02058741 -0.00895028] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01358545 0.02230303 -0.00969614] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01463048 0.02401864 -0.010442 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01567552 0.02573426 -0.01118785] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01672055 0.02744988 -0.01193371] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01776559 0.0291655 -0.01267957] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01881062 0.03088111 -0.01342542] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01985566 0.03259673 -0.01417128] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02090069 0.03431235 -0.01491714] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02194573 0.03602797 -0.015663 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02299076 0.03774358 -0.01640885] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0240358 0.0394592 -0.01715471] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02508083 0.04117482 -0.01790057] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02612587 0.04289044 -0.01864642] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0271709 0.04460605 -0.01939228] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02821593 0.04632167 -0.02013814] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02926097 0.04803729 -0.02088399] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.030306 0.04975291 -0.02162985] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00101501 0.00160749 -0.00117988] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00203001 0.00321498 -0.00235976] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00304502 0.00482247 -0.00353965] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00406003 0.00642996 -0.00471953] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00507503 0.00803745 -0.00589941] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00609004 0.00964494 -0.00707929] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00710505 0.01125243 -0.00825918] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00812005 0.01285992 -0.00943906] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00913506 0.01446741 -0.01061894] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01015007 0.0160749 -0.01179882] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01116507 0.01768239 -0.0129787 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01218008 0.01928988 -0.01415859] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01319509 0.02089737 -0.01533847] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01421009 0.02250486 -0.01651835] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0152251 0.02411235 -0.01769823] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01624011 0.02571984 -0.01887811] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01725511 0.02732733 -0.020058 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01827012 0.02893482 -0.02123788] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01928513 0.03054231 -0.02241776] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02030013 0.0321498 -0.02359764] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02131514 0.03375729 -0.02477753] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02233015 0.03536478 -0.02595741] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02334515 0.03697227 -0.02713729] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02436016 0.03857976 -0.02831717] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02537516 0.04018725 -0.02949705] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02639017 0.04179474 -0.03067694] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02740518 0.04340223 -0.03185682] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02842018 0.04500972 -0.0330367 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02943519 0.04661721 -0.03421658] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00092845 0.001481 -0.00135964] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00185691 0.002962 -0.00271928] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00278536 0.004443 -0.00407893] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00371382 0.005924 -0.00543857] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00464227 0.007405 -0.00679821] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00557073 0.008886 -0.00815785] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00649918 0.010367 -0.0095175 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00742764 0.01184801 -0.01087714] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00835609 0.01332901 -0.01223678] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00928454 0.01481001 -0.01359642] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.010213 0.01629101 -0.01495607] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01114145 0.01777201 -0.01631571] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01206991 0.01925301 -0.01767535] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01299836 0.02073401 -0.01903499] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01392682 0.02221501 -0.02039464] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01485527 0.02369601 -0.02175428] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01578373 0.02517701 -0.02311392] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01671218 0.02665801 -0.02447356] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01764064 0.02813901 -0.02583321] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01856909 0.02962001 -0.02719285] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01949754 0.03110101 -0.02855249] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.020426 0.03258201 -0.02991213] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02135445 0.03406301 -0.03127178] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02228291 0.03554402 -0.03263142] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02321136 0.03702502 -0.03399106] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02413982 0.03850602 -0.0353507 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02506827 0.03998702 -0.03671035] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02599673 0.04146802 -0.03806999] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02692518 0.04294902 -0.03942963] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.000924 0.00142116 -0.00152848] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00184799 0.00284232 -0.00305696] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00277199 0.00426348 -0.00458544] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00369599 0.00568465 -0.00611392] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00461999 0.00710581 -0.0076424 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00554398 0.00852697 -0.00917089] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00646798 0.00994813 -0.01069937] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00739198 0.01136929 -0.01222785] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00831598 0.01279045 -0.01375633] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00923997 0.01421162 -0.01528481] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01016397 0.01563278 -0.01681329] ==--\n",
"\n",
"\n",
" ==== Counter 9900 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01108797 0.01705394 -0.01834177] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01201197 0.0184751 -0.01987025] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01293596 0.01989626 -0.02139873] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01385996 0.02131742 -0.02292721] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01478396 0.02273858 -0.0244557 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01570796 0.02415975 -0.02598418] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01663195 0.02558091 -0.02751266] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01755595 0.02700207 -0.02904114] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01847995 0.02842323 -0.03056962] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01940395 0.02984439 -0.0320981 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02032794 0.03126555 -0.03362658] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02125194 0.03268672 -0.03515506] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02217594 0.03410788 -0.03668354] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02309994 0.03552904 -0.03821202] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02402393 0.0369502 -0.03974051] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02494793 0.03837136 -0.04126899] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02587193 0.03979252 -0.04279747] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02679592 0.04121369 -0.04432595] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00098101 0.00150281 -0.001429 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00196203 0.00300562 -0.002858 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00294304 0.00450843 -0.00428699] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00392405 0.00601125 -0.00571599] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00490507 0.00751406 -0.00714499] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00588608 0.00901687 -0.00857399] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00686709 0.01051968 -0.01000298] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00784811 0.01202249 -0.01143198] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00882912 0.0135253 -0.01286098] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00981013 0.01502812 -0.01428998] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01079115 0.01653093 -0.01571897] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01177216 0.01803374 -0.01714797] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01275317 0.01953655 -0.01857697] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01373418 0.02103936 -0.02000597] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0147152 0.02254217 -0.02143496] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01569621 0.02404499 -0.02286396] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01667722 0.0255478 -0.02429296] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01765824 0.02705061 -0.02572196] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01863925 0.02855342 -0.02715096] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01962026 0.03005623 -0.02857995] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02060128 0.03155904 -0.03000895] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02158229 0.03306186 -0.03143795] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0225633 0.03456467 -0.03286695] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02354432 0.03606748 -0.03429594] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02452533 0.03757029 -0.03572494] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02550634 0.0390731 -0.03715394] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02648736 0.04057591 -0.03858294] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02746837 0.04207872 -0.04001193] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02844938 0.04358154 -0.04144093] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00113987 0.00179897 -0.00110507] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00227973 0.00359793 -0.00221014] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0034196 0.0053969 -0.0033152] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00455947 0.00719587 -0.00442027] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00569933 0.00899483 -0.00552534] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0068392 0.0107938 -0.00663041] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00797907 0.01259277 -0.00773547] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00911893 0.01439173 -0.00884054] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0102588 0.0161907 -0.00994561] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01139867 0.01798967 -0.01105068] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01253853 0.01978863 -0.01215575] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0136784 0.0215876 -0.01326081] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01481827 0.02338657 -0.01436588] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01595813 0.02518553 -0.01547095] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.017098 0.0269845 -0.01657602] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01823787 0.02878347 -0.01768109] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01937773 0.03058243 -0.01878615] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0205176 0.0323814 -0.01989122] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02165747 0.03418037 -0.02099629] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02279733 0.03597933 -0.02210136] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0239372 0.0377783 -0.02320642] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02507707 0.03957727 -0.02431149] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02621693 0.04137623 -0.02541656] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0273568 0.0431752 -0.02652163] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02849667 0.04497417 -0.0276267 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02963653 0.04677314 -0.02873176] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0307764 0.0485721 -0.02983683] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03191627 0.05037107 -0.0309419 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03305613 0.05217004 -0.03204697] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0011446 0.00202713 -0.00114626] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0022892 0.00405426 -0.00229253] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00343379 0.00608139 -0.00343879] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00457839 0.00810852 -0.00458506] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00572299 0.01013565 -0.00573132] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00686759 0.01216278 -0.00687758] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00801218 0.01418991 -0.00802385] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00915678 0.01621703 -0.00917011] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01030138 0.01824416 -0.01031638] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01144598 0.02027129 -0.01146264] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01259058 0.02229842 -0.0126089 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01373517 0.02432555 -0.01375517] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01487977 0.02635268 -0.01490143] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01602437 0.02837981 -0.0160477 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01716897 0.03040694 -0.01719396] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01831357 0.03243407 -0.01834022] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01945816 0.0344612 -0.01948649] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02060276 0.03648833 -0.02063275] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02174736 0.03851546 -0.02177902] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02289196 0.04054259 -0.02292528] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02403655 0.04256972 -0.02407154] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02518115 0.04459685 -0.02521781] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02632575 0.04662397 -0.02636407] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02747035 0.0486511 -0.02751034] ==--\n",
"\n",
"\n",
" ==== Counter 10000 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02861495 0.05067823 -0.0286566 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02975954 0.05270536 -0.02980286] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03090414 0.05473249 -0.03094913] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03204874 0.05675962 -0.03209539] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03319334 0.05878675 -0.03324166] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00118425 0.00187941 -0.00090887] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0023685 0.00375882 -0.00181774] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00355274 0.00563823 -0.0027266 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00473699 0.00751764 -0.00363547] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00592124 0.00939705 -0.00454434] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00710549 0.01127645 -0.00545321] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00828973 0.01315586 -0.00636207] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00947398 0.01503527 -0.00727094] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01065823 0.01691468 -0.00817981] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01184248 0.01879409 -0.00908868] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01302673 0.0206735 -0.00999754] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01421097 0.02255291 -0.01090641] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01539522 0.02443232 -0.01181528] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01657947 0.02631173 -0.01272415] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01776372 0.02819114 -0.01363301] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01894796 0.03007054 -0.01454188] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02013221 0.03194995 -0.01545075] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02131646 0.03382936 -0.01635962] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02250071 0.03570877 -0.01726848] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02368496 0.03758818 -0.01817735] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0248692 0.03946759 -0.01908622] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02605345 0.041347 -0.01999509] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0272377 0.04322641 -0.02090396] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02842195 0.04510582 -0.02181282] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02960619 0.04698523 -0.02272169] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03079044 0.04886464 -0.02363056] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03197469 0.05074404 -0.02453943] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03315894 0.05262345 -0.02544829] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03434319 0.05450286 -0.02635716] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00098021 0.00151019 -0.00124167] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00196042 0.00302037 -0.00248334] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00294064 0.00453056 -0.00372501] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00392085 0.00604075 -0.00496668] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00490106 0.00755093 -0.00620836] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00588127 0.00906112 -0.00745003] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00686149 0.01057131 -0.0086917 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0078417 0.01208149 -0.00993337] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00882191 0.01359168 -0.01117504] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00980212 0.01510187 -0.01241671] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01078234 0.01661205 -0.01365838] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01176255 0.01812224 -0.01490005] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01274276 0.01963243 -0.01614172] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01372297 0.02114261 -0.01738339] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01470319 0.0226528 -0.01862507] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0156834 0.02416299 -0.01986674] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01666361 0.02567317 -0.02110841] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01764382 0.02718336 -0.02235008] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01862404 0.02869355 -0.02359175] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01960425 0.03020373 -0.02483342] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02058446 0.03171392 -0.02607509] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02156467 0.03322411 -0.02731676] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02254489 0.03473429 -0.02855843] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0235251 0.03624448 -0.0298001 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02450531 0.03775467 -0.03104178] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02548552 0.03926485 -0.03228345] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02646574 0.04077504 -0.03352512] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02744595 0.04228523 -0.03476679] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02842616 0.04379541 -0.03600846] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00099443 0.0016186 -0.00134414] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00198885 0.0032372 -0.00268828] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00298328 0.0048558 -0.00403242] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00397771 0.00647439 -0.00537656] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00497213 0.00809299 -0.0067207 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00596656 0.00971159 -0.00806484] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00696099 0.01133019 -0.00940898] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00795541 0.01294879 -0.01075312] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00894984 0.01456739 -0.01209726] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00994427 0.01618598 -0.0134414 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01093869 0.01780458 -0.01478554] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01193312 0.01942318 -0.01612968] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01292755 0.02104178 -0.01747382] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01392197 0.02266038 -0.01881795] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0149164 0.02427898 -0.02016209] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01591083 0.02589757 -0.02150623] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01690525 0.02751617 -0.02285037] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01789968 0.02913477 -0.02419451] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01889411 0.03075337 -0.02553865] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01988853 0.03237197 -0.02688279] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02088296 0.03399057 -0.02822693] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02187739 0.03560916 -0.02957107] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02287181 0.03722776 -0.03091521] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02386624 0.03884636 -0.03225935] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02486067 0.04046496 -0.03360349] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02585509 0.04208356 -0.03494763] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02684952 0.04370216 -0.03629177] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02784395 0.04532075 -0.03763591] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02883837 0.04693935 -0.03898005] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00098445 0.0017775 -0.00010037] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00196889 0.003555 -0.00020074] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00295334 0.0053325 -0.00030111] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00393779 0.00711 -0.00040148] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00492224 0.00888751 -0.00050185] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00590668 0.01066501 -0.00060222] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00689113 0.01244251 -0.00070259] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00787558 0.01422001 -0.00080296] ==--\n",
"\n",
"\n",
" ==== Counter 10100 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00886003 0.01599751 -0.00090333] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00984447 0.01777501 -0.0010037 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01082892 0.01955251 -0.00110407] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01181337 0.02133001 -0.00120444] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01279782 0.02310751 -0.00130481] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01378226 0.02488501 -0.00140518] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01476671 0.02666252 -0.00150555] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01575116 0.02844002 -0.00160592] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01673561 0.03021752 -0.00170629] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01772005 0.03199502 -0.00180666] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0187045 0.03377252 -0.00190703] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01968895 0.03555002 -0.0020074 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02067339 0.03732752 -0.00210777] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02165784 0.03910502 -0.00220814] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02264229 0.04088252 -0.00230851] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02362674 0.04266003 -0.00240888] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02461118 0.04443753 -0.00250925] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02559563 0.04621503 -0.00260962] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02658008 0.04799253 -0.00270999] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02756453 0.04977003 -0.00281036] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02854897 0.05154753 -0.00291073] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00084737 0.00138898 -0.00042091] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00169475 0.00277797 -0.00084182] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00254212 0.00416695 -0.00126272] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0033895 0.00555593 -0.00168363] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00423687 0.00694491 -0.00210454] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00508425 0.0083339 -0.00252545] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00593162 0.00972288 -0.00294635] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.006779 0.01111186 -0.00336726] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00762637 0.01250084 -0.00378817] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00847375 0.01388983 -0.00420908] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00932112 0.01527881 -0.00462998] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0101685 0.01666779 -0.00505089] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01101587 0.01805677 -0.0054718 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01186325 0.01944576 -0.00589271] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01271062 0.02083474 -0.00631362] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.013558 0.02222372 -0.00673452] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01440537 0.0236127 -0.00715543] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01525275 0.02500169 -0.00757634] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01610012 0.02639067 -0.00799725] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0169475 0.02777965 -0.00841815] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01779487 0.02916863 -0.00883906] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01864224 0.03055762 -0.00925997] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01948962 0.0319466 -0.00968088] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02033699 0.03333558 -0.01010179] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02118437 0.03472456 -0.01052269] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02203174 0.03611355 -0.0109436 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02287912 0.03750253 -0.01136451] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02372649 0.03889151 -0.01178542] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02457387 0.0402805 -0.01220632] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0008382 0.00132824 -0.00150937] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00167639 0.00265648 -0.00301875] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00251459 0.00398472 -0.00452812] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00335279 0.00531296 -0.00603749] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00419099 0.0066412 -0.00754687] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00502918 0.00796944 -0.00905624] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00586738 0.00929768 -0.01056561] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00670558 0.01062592 -0.01207499] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00754378 0.01195416 -0.01358436] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00838197 0.0132824 -0.01509373] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00922017 0.01461064 -0.01660311] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01005837 0.01593888 -0.01811248] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01089657 0.01726712 -0.01962185] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01173476 0.01859536 -0.02113123] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01257296 0.0199236 -0.0226406 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01341116 0.02125184 -0.02414998] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01424935 0.02258008 -0.02565935] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01508755 0.02390832 -0.02716872] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01592575 0.02523656 -0.0286781 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01676395 0.0265648 -0.03018747] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01760214 0.02789303 -0.03169684] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01844034 0.02922127 -0.03320622] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01927854 0.03054951 -0.03471559] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02011674 0.03187775 -0.03622496] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02095493 0.03320599 -0.03773434] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02179313 0.03453423 -0.03924371] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02263133 0.03586247 -0.04075308] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02346953 0.03719071 -0.04226246] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02430772 0.03851895 -0.04377183] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00081674 0.00124094 -0.00171753] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00163349 0.00248188 -0.00343506] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00245023 0.00372282 -0.00515259] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00326697 0.00496376 -0.00687012] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00408371 0.0062047 -0.00858765] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00490046 0.00744564 -0.01030518] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0057172 0.00868658 -0.01202271] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00653394 0.00992753 -0.01374023] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00735069 0.01116847 -0.01545776] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00816743 0.01240941 -0.01717529] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00898417 0.01365035 -0.01889282] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00980092 0.01489129 -0.02061035] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01061766 0.01613223 -0.02232788] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0114344 0.01737317 -0.02404541] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01225114 0.01861411 -0.02576294] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01306789 0.01985505 -0.02748047] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01388463 0.02109599 -0.029198 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01470137 0.02233693 -0.03091553] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01551812 0.02357787 -0.03263306] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01633486 0.02481881 -0.03435059] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0171516 0.02605975 -0.03606812] ==--\n",
"\n",
"\n",
" ==== Counter 10200 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01796835 0.0273007 -0.03778565] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01878509 0.02854164 -0.03950317] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01960183 0.02978258 -0.0412207 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02041857 0.03102352 -0.04293823] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02123532 0.03226446 -0.04465576] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02205206 0.0335054 -0.04637329] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0228688 0.03474634 -0.04809082] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02368555 0.03598728 -0.04980835] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00100962 0.00166204 -0.001372 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00201924 0.00332408 -0.00274399] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00302886 0.00498612 -0.00411599] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00403848 0.00664816 -0.00548799] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0050481 0.0083102 -0.00685998] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00605773 0.00997224 -0.00823198] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00706735 0.01163428 -0.00960398] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00807697 0.01329632 -0.01097597] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00908659 0.01495836 -0.01234797] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01009621 0.0166204 -0.01371997] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01110583 0.01828245 -0.01509196] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01211545 0.01994449 -0.01646396] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01312507 0.02160653 -0.01783596] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01413469 0.02326857 -0.01920795] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01514431 0.02493061 -0.02057995] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01615393 0.02659265 -0.02195194] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01716355 0.02825469 -0.02332394] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01817318 0.02991673 -0.02469594] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0191828 0.03157877 -0.02606793] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02019242 0.03324081 -0.02743993] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02120204 0.03490285 -0.02881193] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02221166 0.03656489 -0.03018392] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02322128 0.03822693 -0.03155592] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0242309 0.03988897 -0.03292792] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02524052 0.04155101 -0.03429991] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02625014 0.04321305 -0.03567191] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02725976 0.04487509 -0.03704391] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02826938 0.04653713 -0.0384159 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.029279 0.04819917 -0.0397879 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00112504 0.00179744 -0.00129701] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00225008 0.00359488 -0.00259402] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00337513 0.00539231 -0.00389103] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00450017 0.00718975 -0.00518804] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00562521 0.00898719 -0.00648505] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00675025 0.01078463 -0.00778206] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00787529 0.01258206 -0.00907907] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00900033 0.0143795 -0.01037608] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01012538 0.01617694 -0.01167308] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01125042 0.01797438 -0.01297009] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01237546 0.01977181 -0.0142671 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0135005 0.02156925 -0.01556411] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01462554 0.02336669 -0.01686112] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01575059 0.02516413 -0.01815813] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01687563 0.02696156 -0.01945514] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01800067 0.028759 -0.02075215] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01912571 0.03055644 -0.02204916] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02025075 0.03235388 -0.02334617] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02137579 0.03415131 -0.02464318] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02250084 0.03594875 -0.02594019] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02362588 0.03774619 -0.0272372 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02475092 0.03954363 -0.02853421] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02587596 0.04134106 -0.02983122] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.027001 0.0431385 -0.03112823] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02812605 0.04493594 -0.03242524] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02925109 0.04673338 -0.03372225] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03037613 0.04853081 -0.03501925] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03150117 0.05032825 -0.03631626] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03262621 0.05212569 -0.03761327] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00111975 0.00179218 -0.00146193] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00223949 0.00358437 -0.00292386] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00335924 0.00537655 -0.00438579] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00447898 0.00716873 -0.00584772] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00559873 0.00896091 -0.00730965] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00671847 0.0107531 -0.00877158] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00783822 0.01254528 -0.01023351] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00895797 0.01433746 -0.01169544] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01007771 0.01612965 -0.01315737] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01119746 0.01792183 -0.0146193 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0123172 0.01971401 -0.01608123] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01343695 0.0215062 -0.01754317] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01455669 0.02329838 -0.0190051 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01567644 0.02509056 -0.02046703] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01679619 0.02688274 -0.02192896] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01791593 0.02867493 -0.02339089] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01903568 0.03046711 -0.02485282] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02015542 0.03225929 -0.02631475] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02127517 0.03405148 -0.02777668] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02239492 0.03584366 -0.02923861] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02351466 0.03763584 -0.03070054] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02463441 0.03942803 -0.03216247] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02575415 0.04122021 -0.0336244 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0268739 0.04301239 -0.03508633] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02799364 0.04480457 -0.03654826] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02911339 0.04659676 -0.03801019] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03023314 0.04838894 -0.03947212] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03135288 0.05018112 -0.04093405] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03247263 0.05197331 -0.04239598] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00121493 0.00209742 -0.00099376] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00242987 0.00419484 -0.00198753] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0036448 0.00629226 -0.00298129] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00485973 0.00838968 -0.00397506] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00607466 0.0104871 -0.00496882] ==--\n",
"\n",
"\n",
" ==== Counter 10300 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0072896 0.01258452 -0.00596259] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00850453 0.01468194 -0.00695635] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00971946 0.01677936 -0.00795012] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01093439 0.01887679 -0.00894388] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01214933 0.02097421 -0.00993765] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01336426 0.02307163 -0.01093141] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01457919 0.02516905 -0.01192518] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01579412 0.02726647 -0.01291894] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01700906 0.02936389 -0.01391271] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01822399 0.03146131 -0.01490647] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01943892 0.03355873 -0.01590024] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02065385 0.03565615 -0.016894 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02186879 0.03775357 -0.01788777] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02308372 0.03985099 -0.01888153] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02429865 0.04194841 -0.0198753 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02551358 0.04404583 -0.02086906] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02672852 0.04614325 -0.02186283] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02794345 0.04824067 -0.02285659] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02915838 0.05033809 -0.02385036] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03037331 0.05243551 -0.02484412] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03158825 0.05453293 -0.02583789] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03280318 0.05663036 -0.02683165] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03401811 0.05872778 -0.02782542] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03523304 0.0608252 -0.02881918] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00088695 0.00138084 -0.00150922] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0017739 0.00276169 -0.00301845] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00266085 0.00414253 -0.00452767] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0035478 0.00552337 -0.00603689] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00443475 0.00690422 -0.00754612] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0053217 0.00828506 -0.00905534] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00620865 0.0096659 -0.01056457] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0070956 0.01104675 -0.01207379] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00798255 0.01242759 -0.01358301] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0088695 0.01380843 -0.01509224] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00975645 0.01518928 -0.01660146] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0106434 0.01657012 -0.01811068] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01153035 0.01795096 -0.01961991] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0124173 0.01933181 -0.02112913] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01330425 0.02071265 -0.02263835] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0141912 0.02209349 -0.02414758] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01507815 0.02347433 -0.0256568 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0159651 0.02485518 -0.02716602] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01685205 0.02623602 -0.02867525] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.017739 0.02761686 -0.03018447] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01862595 0.02899771 -0.0316937 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0195129 0.03037855 -0.03320292] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02039985 0.03175939 -0.03471214] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0212868 0.03314024 -0.03622137] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02217375 0.03452108 -0.03773059] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0230607 0.03590192 -0.03923981] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02394765 0.03728277 -0.04074904] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0248346 0.03866361 -0.04225826] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02572155 0.04004445 -0.04376748] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00096959 0.00158875 -0.00168236] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00193918 0.00317749 -0.00336472] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00290876 0.00476624 -0.00504709] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00387835 0.00635498 -0.00672945] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00484794 0.00794373 -0.00841181] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00581753 0.00953247 -0.01009417] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00678711 0.01112122 -0.01177653] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0077567 0.01270996 -0.0134589 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00872629 0.01429871 -0.01514126] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00969588 0.01588745 -0.01682362] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01066546 0.0174762 -0.01850598] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01163505 0.01906494 -0.02018835] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01260464 0.02065369 -0.02187071] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01357423 0.02224243 -0.02355307] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01454382 0.02383118 -0.02523543] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0155134 0.02541992 -0.02691779] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01648299 0.02700867 -0.02860016] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01745258 0.02859741 -0.03028252] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01842217 0.03018616 -0.03196488] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01939175 0.0317749 -0.03364724] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02036134 0.03336365 -0.0353296 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02133093 0.03495239 -0.03701197] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02230052 0.03654114 -0.03869433] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0232701 0.03812988 -0.04037669] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02423969 0.03971863 -0.04205905] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02520928 0.04130737 -0.04374142] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02617887 0.04289612 -0.04542378] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02714846 0.04448486 -0.04710614] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02811804 0.04607361 -0.0487885 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00052136 0.00076756 -0.00167846] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00104272 0.00153512 -0.00335692] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00156407 0.00230269 -0.00503538] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00208543 0.00307025 -0.00671384] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00260679 0.00383781 -0.0083923 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00312815 0.00460537 -0.01007076] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0036495 0.00537294 -0.01174922] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00417086 0.0061405 -0.01342768] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00469222 0.00690806 -0.01510614] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00521358 0.00767562 -0.0167846 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00573493 0.00844319 -0.01846306] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00625629 0.00921075 -0.02014152] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00677765 0.00997831 -0.02181998] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00729901 0.01074587 -0.02349844] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00782036 0.01151344 -0.0251769 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00834172 0.012281 -0.02685535] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00886308 0.01304856 -0.02853381] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00938444 0.01381612 -0.03021227] ==--\n",
"\n",
"\n",
" ==== Counter 10400 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00990579 0.01458369 -0.03189073] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01042715 0.01535125 -0.03356919] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01094851 0.01611881 -0.03524765] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01146987 0.01688637 -0.03692611] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01199122 0.01765394 -0.03860457] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01251258 0.0184215 -0.04028303] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01303394 0.01918906 -0.04196149] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0135553 0.01995662 -0.04363995] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01407665 0.02072419 -0.04531841] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01459801 0.02149175 -0.04699687] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01511937 0.02225931 -0.04867533] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00038746 0.00066431 -0.0016863 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00077493 0.00132863 -0.0033726 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00116239 0.00199294 -0.00505891] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00154986 0.00265725 -0.00674521] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00193732 0.00332157 -0.00843151] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00232478 0.00398588 -0.01011781] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00271225 0.00465019 -0.01180411] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00309971 0.00531451 -0.01349042] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00348718 0.00597882 -0.01517672] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00387464 0.00664313 -0.01686302] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0042621 0.00730745 -0.01854932] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00464957 0.00797176 -0.02023563] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00503703 0.00863607 -0.02192193] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00542449 0.00930038 -0.02360823] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00581196 0.0099647 -0.02529453] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00619942 0.01062901 -0.02698083] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00658689 0.01129332 -0.02866714] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00697435 0.01195764 -0.03035344] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00736181 0.01262195 -0.03203974] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00774928 0.01328626 -0.03372604] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00813674 0.01395058 -0.03541234] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00852421 0.01461489 -0.03709865] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00891167 0.0152792 -0.03878495] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00929913 0.01594352 -0.04047125] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0096866 0.01660783 -0.04215755] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01007406 0.01727214 -0.04384385] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01046153 0.01793646 -0.04553016] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01084899 0.01860077 -0.04721646] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01123645 0.01926508 -0.04890276] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00093186 0.00152121 -0.00157481] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00186372 0.00304242 -0.00314961] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00279558 0.00456364 -0.00472442] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00372744 0.00608485 -0.00629923] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00465931 0.00760606 -0.00787403] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00559117 0.00912727 -0.00944884] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00652303 0.01064848 -0.01102365] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00745489 0.0121697 -0.01259845] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00838675 0.01369091 -0.01417326] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00931861 0.01521212 -0.01574807] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01025047 0.01673333 -0.01732288] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01118233 0.01825455 -0.01889768] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0121142 0.01977576 -0.02047249] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01304606 0.02129697 -0.0220473 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01397792 0.02281818 -0.0236221 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01490978 0.02433939 -0.02519691] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01584164 0.02586061 -0.02677172] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0167735 0.02738182 -0.02834652] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01770536 0.02890303 -0.02992133] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01863722 0.03042424 -0.03149614] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01956909 0.03194545 -0.03307094] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02050095 0.03346667 -0.03464575] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02143281 0.03498788 -0.03622056] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02236467 0.03650909 -0.03779536] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02329653 0.0380303 -0.03937017] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02422839 0.03955151 -0.04094498] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02516025 0.04107273 -0.04251979] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02609211 0.04259394 -0.04409459] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02702398 0.04411515 -0.0456694 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0007807 0.00121358 -0.00173465] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00156141 0.00242716 -0.0034693 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00234211 0.00364075 -0.00520395] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00312282 0.00485433 -0.0069386 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00390352 0.00606791 -0.00867325] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00468423 0.00728149 -0.01040789] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00546493 0.00849507 -0.01214254] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00624564 0.00970865 -0.01387719] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00702634 0.01092224 -0.01561184] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00780705 0.01213582 -0.01734649] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00858775 0.0133494 -0.01908114] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00936846 0.01456298 -0.02081579] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01014916 0.01577656 -0.02255044] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01092986 0.01699015 -0.02428509] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01171057 0.01820373 -0.02601974] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01249127 0.01941731 -0.02775439] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01327198 0.02063089 -0.02948904] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01405268 0.02184447 -0.03122368] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01483339 0.02305805 -0.03295833] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01561409 0.02427164 -0.03469298] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0163948 0.02548522 -0.03642763] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0171755 0.0266988 -0.03816228] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01795621 0.02791238 -0.03989693] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01873691 0.02912596 -0.04163158] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01951761 0.03033955 -0.04336623] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02029832 0.03155313 -0.04510088] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02107902 0.03276671 -0.04683553] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02185973 0.03398029 -0.04857018] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02264043 0.03519387 -0.05030483] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00040811 0.00068923 -0.00177518] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00081622 0.00137846 -0.00355037] ==--\n",
"\n",
"\n",
" ==== Counter 10500 ====\n",
"\n",
"\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00122433 0.0020677 -0.00532555] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00163244 0.00275693 -0.00710073] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00204055 0.00344616 -0.00887592] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00244866 0.00413539 -0.0106511 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00285677 0.00482463 -0.01242628] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00326488 0.00551386 -0.01420147] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00367299 0.00620309 -0.01597665] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0040811 0.00689232 -0.01775183] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00448921 0.00758155 -0.01952702] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00489732 0.00827079 -0.0213022 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00530543 0.00896002 -0.02307738] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00571354 0.00964925 -0.02485257] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00612165 0.01033848 -0.02662775] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00652976 0.01102772 -0.02840293] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00693787 0.01171695 -0.03017812] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00734598 0.01240618 -0.0319533 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00775409 0.01309541 -0.03372848] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0081622 0.01378464 -0.03550367] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00857031 0.01447388 -0.03727885] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00897842 0.01516311 -0.03905403] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00938653 0.01585234 -0.04082922] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00979464 0.01654157 -0.0426044 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01020275 0.01723081 -0.04437958] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01061086 0.01792004 -0.04615477] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01101897 0.01860927 -0.04792995] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01142708 0.0192985 -0.04970513] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0118352 0.01998773 -0.05148032] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00056821 0.00098263 -0.00205585] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00113642 0.00196527 -0.0041117 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00170464 0.0029479 -0.00616755] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00227285 0.00393054 -0.0082234 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00284106 0.00491317 -0.01027925] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00340927 0.00589581 -0.0123351 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00397749 0.00687844 -0.01439095] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0045457 0.00786108 -0.0164468 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00511391 0.00884371 -0.01850265] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00568212 0.00982635 -0.0205585 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00625034 0.01080898 -0.02261435] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00681855 0.01179162 -0.0246702 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00738676 0.01277425 -0.02672605] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00795497 0.01375688 -0.0287819 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00852319 0.01473952 -0.03083775] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0090914 0.01572215 -0.0328936 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00965961 0.01670479 -0.03494945] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01022782 0.01768742 -0.0370053 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01079604 0.01867006 -0.03906115] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01136425 0.01965269 -0.041117 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01193246 0.02063533 -0.04317285] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01250067 0.02161796 -0.0452287 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01306889 0.0226006 -0.04728455] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0136371 0.02358323 -0.0493404 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01420531 0.02456587 -0.05139625] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01477352 0.0255485 -0.0534521 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01534174 0.02653114 -0.05550795] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01590995 0.02751377 -0.0575638 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01647816 0.0284964 -0.05961965] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0005148 0.0013828 0.00045538] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00102961 0.0027656 0.00091076] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00154441 0.0041484 0.00136614] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00205921 0.0055312 0.00182152] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00257401 0.006914 0.0022769 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00308882 0.0082968 0.00273227] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00360362 0.0096796 0.00318765] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00411842 0.0110624 0.00364303] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00463322 0.0124452 0.00409841] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00514803 0.013828 0.00455379] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00566283 0.0152108 0.00500917] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00617763 0.0165936 0.00546455] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00669244 0.0179764 0.00591993] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00720724 0.0193592 0.00637531] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00772204 0.020742 0.00683069] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00823684 0.0221248 0.00728606] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00875165 0.0235076 0.00774144] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00926645 0.0248904 0.00819682] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00978125 0.0262732 0.0086522 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01029605 0.027656 0.00910758] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01081086 0.0290388 0.00956296] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01132566 0.0304216 0.01001834] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01184046 0.0318044 0.01047372] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01235527 0.0331872 0.0109291 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01287007 0.03457 0.01138448] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01338487 0.0359528 0.01183985] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01389967 0.0373356 0.01229523] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01441448 0.0387184 0.01275061] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01492928 0.0401012 0.01320599] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0004002 0.00133318 0.00047812] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.0008004 0.00266636 0.00095624] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00120059 0.00399954 0.00143437] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00160079 0.00533273 0.00191249] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00200099 0.00666591 0.00239061] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00240119 0.00799909 0.00286873] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00280138 0.00933227 0.00334685] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00320158 0.01066545 0.00382497] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00360178 0.01199863 0.0043031 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00400198 0.01333181 0.00478122] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00440217 0.014665 0.00525934] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00480237 0.01599818 0.00573746] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00520257 0.01733136 0.00621558] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00560277 0.01866454 0.00669371] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00600296 0.01999772 0.00717183] ==--\n",
"\n",
"\n",
" ==== Counter 10600 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00640316 0.0213309 0.00764995] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00680336 0.02266408 0.00812807] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00720356 0.02399727 0.00860619] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00760375 0.02533045 0.00908431] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00800395 0.02666363 0.00956244] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00840415 0.02799681 0.01004056] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00880435 0.02932999 0.01051868] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00920455 0.03066317 0.0109968 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00960474 0.03199635 0.01147492] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01000494 0.03332953 0.01195305] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01040514 0.03466272 0.01243117] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01080534 0.0359959 0.01290929] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01120553 0.03732908 0.01338741] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01160573 0.03866226 0.01386553] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00079727 0.00155017 0.00022545] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00159453 0.00310034 0.00045089] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0023918 0.0046505 0.00067634] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00318906 0.00620067 0.00090178] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00398633 0.00775084 0.00112723] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00478359 0.00930101 0.00135267] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00558086 0.01085117 0.00157812] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00637812 0.01240134 0.00180356] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00717539 0.01395151 0.00202901] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00797265 0.01550168 0.00225445] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00876992 0.01705185 0.0024799 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00956718 0.01860201 0.00270534] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01036445 0.02015218 0.00293079] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01116171 0.02170235 0.00315623] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01195898 0.02325252 0.00338168] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01275624 0.02480268 0.00360712] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01355351 0.02635285 0.00383257] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01435078 0.02790302 0.00405801] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01514804 0.02945319 0.00428346] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01594531 0.03100335 0.0045089 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01674257 0.03255352 0.00473435] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01753984 0.03410369 0.00495979] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0183371 0.03565386 0.00518524] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01913437 0.03720403 0.00541068] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01993163 0.03875419 0.00563613] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0207289 0.04030436 0.00586157] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02152616 0.04185453 0.00608702] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02232343 0.0434047 0.00631246] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02312069 0.04495486 0.00653791] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.000869 0.00160346 0.00011983] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00173799 0.00320691 0.00023967] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00260699 0.00481037 0.0003595 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00347598 0.00641383 0.00047933] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00434498 0.00801728 0.00059917] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00521397 0.00962074 0.000719 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00608297 0.0112242 0.00083883] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00695196 0.01282766 0.00095867] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00782096 0.01443111 0.0010785 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00868995 0.01603457 0.00119833] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00955895 0.01763803 0.00131817] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01042794 0.01924148 0.001438 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01129694 0.02084494 0.00155784] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01216593 0.0224484 0.00167767] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01303493 0.02405185 0.0017975 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01390393 0.02565531 0.00191734] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01477292 0.02725877 0.00203717] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01564192 0.02886223 0.002157 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01651091 0.03046568 0.00227684] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01737991 0.03206914 0.00239667] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0182489 0.0336726 0.0025165] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0191179 0.03527605 0.00263634] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01998689 0.03687951 0.00275617] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02085589 0.03848297 0.002876 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02172488 0.04008642 0.00299584] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02259388 0.04168988 0.00311567] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02346287 0.04329334 0.0032355 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02433187 0.04489679 0.00335534] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02520087 0.04650025 0.00347517] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00074543 0.00149971 0.00029965] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00149085 0.00299942 0.0005993 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00223628 0.00449913 0.00089896] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0029817 0.00599885 0.00119861] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00372713 0.00749856 0.00149826] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00447255 0.00899827 0.00179791] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00521798 0.01049798 0.00209757] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0059634 0.01199769 0.00239722] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00670883 0.0134974 0.00269687] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00745425 0.01499711 0.00299652] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00819968 0.01649682 0.00329617] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0089451 0.01799654 0.00359583] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00969053 0.01949625 0.00389548] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01043595 0.02099596 0.00419513] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01118138 0.02249567 0.00449478] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0119268 0.02399538 0.00479443] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01267223 0.02549509 0.00509409] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01341765 0.0269948 0.00539374] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01416308 0.02849452 0.00569339] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01490851 0.02999423 0.00599304] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01565393 0.03149394 0.0062927 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01639936 0.03299365 0.00659235] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01714478 0.03449336 0.006892 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01789021 0.03599307 0.00719165] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01863563 0.03749278 0.0074913 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01938106 0.03899249 0.00779096] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02012648 0.04049221 0.00809061] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02087191 0.04199192 0.00839026] ==--\n",
"\n",
"\n",
" ==== Counter 10700 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02161733 0.04349163 0.00868991] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00082324 0.00158839 0.00020273] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00164648 0.00317678 0.00040546] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00246972 0.00476517 0.00060819] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00329296 0.00635356 0.00081092] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0041162 0.00794195 0.00101365] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00493944 0.00953034 0.00121638] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00576268 0.01111873 0.00141911] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00658592 0.01270712 0.00162184] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00740916 0.01429551 0.00182457] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00823239 0.0158839 0.0020273 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00905563 0.01747229 0.00223003] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00987887 0.01906068 0.00243276] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01070211 0.02064907 0.00263549] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01152535 0.02223746 0.00283822] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01234859 0.02382585 0.00304095] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01317183 0.02541424 0.00324368] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01399507 0.02700263 0.00344641] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01481831 0.02859102 0.00364914] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01564155 0.03017941 0.00385188] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01646479 0.0317678 0.00405461] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01728803 0.03335619 0.00425734] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01811127 0.03494458 0.00446007] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01893451 0.03653297 0.0046628 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01975775 0.03812136 0.00486553] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02058099 0.03970975 0.00506826] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02140423 0.04129814 0.00527099] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02222747 0.04288653 0.00547372] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02305071 0.04447492 0.00567645] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02387394 0.04606331 0.00587918] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00070953 0.00147044 0.00034182] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00141906 0.00294087 0.00068364] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00212858 0.00441131 0.00102546] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00283811 0.00588175 0.00136728] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00354764 0.00735218 0.00170909] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00425717 0.00882262 0.00205091] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00496669 0.01029305 0.00239273] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00567622 0.01176349 0.00273455] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00638575 0.01323393 0.00307637] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00709528 0.01470436 0.00341819] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00780481 0.0161748 0.00376001] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00851433 0.01764524 0.00410183] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00922386 0.01911567 0.00444364] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00993339 0.02058611 0.00478546] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01064292 0.02205655 0.00512728] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01135245 0.02352698 0.0054691 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01206197 0.02499742 0.00581092] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0127715 0.02646786 0.00615274] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01348103 0.02793829 0.00649456] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01419056 0.02940873 0.00683638] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01490008 0.03087916 0.0071782 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01560961 0.0323496 0.00752001] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01631914 0.03382004 0.00786183] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01702867 0.03529047 0.00820365] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0177382 0.03676091 0.00854547] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01844772 0.03823135 0.00888729] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01915725 0.03970178 0.00922911] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01986678 0.04117222 0.00957093] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02057631 0.04264266 0.00991275] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00082545 0.00155616 0.00013668] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00165091 0.00311231 0.00027337] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00247636 0.00466847 0.00041005] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00330182 0.00622463 0.00054674] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00412727 0.00778078 0.00068342] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00495273 0.00933694 0.00082011] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00577818 0.0108931 0.00095679] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00660364 0.01244925 0.00109348] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00742909 0.01400541 0.00123016] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00825455 0.01556157 0.00136685] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00908 0.01711772 0.00150353] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00990546 0.01867388 0.00164022] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01073091 0.02023004 0.0017769 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01155637 0.02178619 0.00191359] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01238182 0.02334235 0.00205027] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01320728 0.02489851 0.00218696] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01403273 0.02645466 0.00232364] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01485819 0.02801082 0.00246033] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01568364 0.02956698 0.00259701] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0165091 0.03112313 0.0027337 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01733455 0.03267929 0.00287038] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01816001 0.03423545 0.00300707] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01898546 0.0357916 0.00314375] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01981092 0.03734776 0.00328044] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02063637 0.03890392 0.00341712] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02146183 0.04046007 0.00355381] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02228728 0.04201623 0.00369049] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02311274 0.04357239 0.00382718] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02393819 0.04512855 0.00396386] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00065611 0.00138795 0.00030912] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00131223 0.00277591 0.00061823] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00196834 0.00416386 0.00092735] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00262445 0.00555181 0.00123646] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00328056 0.00693977 0.00154558] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00393668 0.00832772 0.00185469] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00459279 0.00971568 0.00216381] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0052489 0.01110363 0.00247292] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00590502 0.01249158 0.00278204] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00656113 0.01387954 0.00309115] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00721724 0.01526749 0.00340027] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00787335 0.01665544 0.00370939] ==--\n",
"\n",
"\n",
" ==== Counter 10800 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00852947 0.0180434 0.0040185 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00918558 0.01943135 0.00432762] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00984169 0.02081931 0.00463673] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01049781 0.02220726 0.00494585] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01115392 0.02359521 0.00525496] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01181003 0.02498317 0.00556408] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01246614 0.02637112 0.00587319] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01312226 0.02775907 0.00618231] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01377837 0.02914703 0.00649142] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01443448 0.03053498 0.00680054] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0150906 0.03192294 0.00710966] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01574671 0.03331089 0.00741877] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01640282 0.03469884 0.00772789] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01705893 0.0360868 0.008037 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01771505 0.03747475 0.00834612] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01837116 0.0388627 0.00865523] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01902727 0.04025066 0.00896435] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00079747 0.00147597 0.00013138] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00159493 0.00295194 0.00026277] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0023924 0.00442791 0.00039415] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00318986 0.00590388 0.00052554] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00398733 0.00737985 0.00065692] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0047848 0.00885582 0.00078831] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00558226 0.01033179 0.00091969] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00637973 0.01180776 0.00105108] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0071772 0.01328373 0.00118246] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00797466 0.0147597 0.00131385] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00877213 0.01623567 0.00144523] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00956959 0.01771165 0.00157662] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01036706 0.01918762 0.001708 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01116453 0.02066359 0.00183939] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01196199 0.02213956 0.00197077] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01275946 0.02361553 0.00210215] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01355692 0.0250915 0.00223354] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01435439 0.02656747 0.00236492] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01515186 0.02804344 0.00249631] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01594932 0.02951941 0.00262769] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01674679 0.03099538 0.00275908] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01754426 0.03247135 0.00289046] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01834172 0.03394732 0.00302185] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01913919 0.03542329 0.00315323] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01993665 0.03689926 0.00328462] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02073412 0.03837523 0.003416 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02153159 0.0398512 0.00354739] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02232905 0.04132717 0.00367877] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02312652 0.04280314 0.00381016] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00077912 0.00150253 0.00021619] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00155824 0.00300505 0.00043237] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00233736 0.00450758 0.00064856] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00311648 0.0060101 0.00086475] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0038956 0.00751263 0.00108093] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00467472 0.00901516 0.00129712] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00545384 0.01051768 0.0015133 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00623296 0.01202021 0.00172949] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00701208 0.01352273 0.00194568] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0077912 0.01502526 0.00216186] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00857032 0.01652779 0.00237805] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00934944 0.01803031 0.00259424] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01012856 0.01953284 0.00281042] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01090768 0.02103536 0.00302661] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0116868 0.02253789 0.00324279] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01246592 0.02404042 0.00345898] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01324504 0.02554294 0.00367517] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01402416 0.02704547 0.00389135] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01480328 0.02854799 0.00410754] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0155824 0.03005052 0.00432373] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01636151 0.03155304 0.00453991] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01714063 0.03305557 0.0047561 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01791975 0.0345581 0.00497229] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01869887 0.03606062 0.00518847] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01947799 0.03756315 0.00540466] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02025711 0.03906567 0.00562084] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02103623 0.0405682 0.00583703] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02181535 0.04207073 0.00605322] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02259447 0.04357325 0.0062694 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-8.80388366e-04 1.59970584e-03 1.90193526e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.76077673e-03 3.19941168e-03 3.80387052e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.64116510e-03 4.79911753e-03 5.70580579e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.52155346e-03 6.39882337e-03 7.60774105e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.40194183e-03 7.99852921e-03 9.50967631e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00528233 0.00959824 0.00011412] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00616272 0.01119794 0.00013314] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00704311 0.01279765 0.00015215] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0079235 0.01439735 0.00017117] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00880388 0.01599706 0.00019019] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00968427 0.01759676 0.00020921] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01056466 0.01919647 0.00022823] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01144505 0.02079618 0.00024725] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01232544 0.02239588 0.00026627] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01320583 0.02399559 0.00028529] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01408621 0.02559529 0.00030431] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0149666 0.027195 0.00032333] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01584699 0.02879471 0.00034235] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01672738 0.03039441 0.00036137] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01760777 0.03199412 0.00038039] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01848816 0.03359382 0.00039941] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01936854 0.03519353 0.00041843] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02024893 0.03679323 0.00043745] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02112932 0.03839294 0.00045646] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02200971 0.03999265 0.00047548] ==--\n",
"\n",
"\n",
" ==== Counter 10900 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0228901 0.04159235 0.0004945 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02377049 0.04319206 0.00051352] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02465087 0.04479176 0.00053254] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02553126 0.04639147 0.00055156] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0007164 0.00145357 0.000289 ] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00143281 0.00290714 0.00057799] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00214921 0.00436071 0.00086699] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00286561 0.00581428 0.00115599] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00358202 0.00726785 0.00144499] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00429842 0.00872141 0.00173398] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00501483 0.01017498 0.00202298] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00573123 0.01162855 0.00231198] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00644763 0.01308212 0.00260097] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00716404 0.01453569 0.00288997] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00788044 0.01598926 0.00317897] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00859684 0.01744283 0.00346797] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00931325 0.0188964 0.00375696] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01002965 0.02034997 0.00404596] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01074606 0.02180354 0.00433496] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01146246 0.02325711 0.00462396] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01217886 0.02471068 0.00491295] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01289527 0.02616424 0.00520195] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01361167 0.02761781 0.00549095] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01432807 0.02907138 0.00577994] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01504448 0.03052495 0.00606894] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01576088 0.03197852 0.00635794] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01647729 0.03343209 0.00664694] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01719369 0.03488566 0.00693593] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01791009 0.03633923 0.00722493] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0186265 0.0377928 0.00751393] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0193429 0.03924637 0.00780292] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0200593 0.04069994 0.00809192] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02077571 0.0421535 0.00838092] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00062916 0.00135515 0.00029773] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00125831 0.0027103 0.00059546] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00188747 0.00406544 0.00089319] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00251662 0.00542059 0.00119092] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00314578 0.00677574 0.00148864] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00377493 0.00813089 0.00178637] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00440409 0.00948604 0.0020841 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00503324 0.01084119 0.00238183] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0056624 0.01219633 0.00267956] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00629155 0.01355148 0.00297729] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00692071 0.01490663 0.00327502] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00754986 0.01626178 0.00357275] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00817902 0.01761693 0.00387048] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00880817 0.01897207 0.0041682 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00943733 0.02032722 0.00446593] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01006648 0.02168237 0.00476366] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01069564 0.02303752 0.00506139] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01132479 0.02439267 0.00535912] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01195395 0.02574782 0.00565685] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0125831 0.02710296 0.00595458] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01321226 0.02845811 0.00625231] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01384142 0.02981326 0.00655004] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01447057 0.03116841 0.00684776] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01509973 0.03252356 0.00714549] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01572888 0.0338787 0.00744322] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01635804 0.03523385 0.00774095] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01698719 0.036589 0.00803868] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01761635 0.03794415 0.00833641] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0182455 0.0392993 0.00863414] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.68998347e-04 1.41536651e-03 6.28180634e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.001538 0.00283073 0.00012564] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.002307 0.0042461 0.00018845] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00307599 0.00566147 0.00025127] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00384499 0.00707683 0.00031409] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00461399 0.0084922 0.00037691] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00538299 0.00990757 0.00043973] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00615199 0.01132293 0.00050254] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00692099 0.0127383 0.00056536] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00768998 0.01415367 0.00062818] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00845898 0.01556903 0.000691 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00922798 0.0169844 0.00075382] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00999698 0.01839976 0.00081663] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01076598 0.01981513 0.00087945] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01153498 0.0212305 0.00094227] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01230397 0.02264586 0.00100509] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01307297 0.02406123 0.00106791] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01384197 0.0254766 0.00113073] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01461097 0.02689196 0.00119354] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01537997 0.02830733 0.00125636] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01614897 0.0297227 0.00131918] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01691796 0.03113806 0.001382 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01768696 0.03255343 0.00144482] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01845596 0.0339688 0.00150763] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01922496 0.03538416 0.00157045] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01999396 0.03679953 0.00163327] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02076296 0.0382149 0.00169609] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02153195 0.03963026 0.00175891] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02230095 0.04104563 0.00182172] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-8.31547675e-04 1.49681319e-03 1.84268828e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.66309535e-03 2.99362637e-03 3.68537656e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.49464302e-03 4.49043956e-03 5.52806484e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.32619070e-03 5.98725274e-03 7.37075311e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.15773837e-03 7.48406593e-03 9.21344139e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00498929 0.00898088 0.00011056] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00582083 0.01047769 0.00012899] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00665238 0.01197451 0.00014742] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00748393 0.01347132 0.00016584] ==--\n",
"\n",
"\n",
" ==== Counter 11000 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00831548 0.01496813 0.00018427] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00914702 0.01646495 0.0002027 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00997857 0.01796176 0.00022112] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01081012 0.01945857 0.00023955] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01164167 0.02095538 0.00025798] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01247322 0.0224522 0.0002764 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01330476 0.02394901 0.00029483] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01413631 0.02544582 0.00031326] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01496786 0.02694264 0.00033168] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01579941 0.02843945 0.00035011] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01663095 0.02993626 0.00036854] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0174625 0.03143308 0.00038696] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01829405 0.03292989 0.00040539] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0191256 0.0344267 0.00042382] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01995714 0.03592352 0.00044225] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02078869 0.03742033 0.00046067] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02162024 0.03891714 0.0004791 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02245179 0.04041396 0.00049753] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02328333 0.04191077 0.00051595] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02411488 0.04340758 0.00053438] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0006047 0.00135401 0.00031865] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.0012094 0.00270801 0.00063731] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0018141 0.00406202 0.00095596] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00241881 0.00541602 0.00127461] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00302351 0.00677003 0.00159327] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00362821 0.00812404 0.00191192] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00423291 0.00947804 0.00223058] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00483761 0.01083205 0.00254923] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00544231 0.01218605 0.00286788] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00604701 0.01354006 0.00318654] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00665171 0.01489407 0.00350519] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00725642 0.01624807 0.00382384] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00786112 0.01760208 0.0041425 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00846582 0.01895608 0.00446115] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00907052 0.02031009 0.0047798 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00967522 0.02166409 0.00509846] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01027992 0.0230181 0.00541711] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01088462 0.02437211 0.00573577] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01148932 0.02572611 0.00605442] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01209403 0.02708012 0.00637307] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01269873 0.02843412 0.00669173] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01330343 0.02978813 0.00701038] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01390813 0.03114214 0.00732903] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01451283 0.03249614 0.00764769] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01511753 0.03385015 0.00796634] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01572223 0.03520415 0.008285 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01632693 0.03655816 0.00860365] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01693164 0.03791217 0.0089223 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01753634 0.03926617 0.00924096] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00062852 0.0013937 0.00033429] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00125705 0.00278739 0.00066858] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00188557 0.00418109 0.00100287] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00251409 0.00557478 0.00133716] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00314262 0.00696848 0.00167145] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00377114 0.00836218 0.00200573] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00439967 0.00975587 0.00234002] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00502819 0.01114957 0.00267431] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00565671 0.01254326 0.0030086 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00628524 0.01393696 0.00334289] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00691376 0.01533066 0.00367718] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00754228 0.01672435 0.00401147] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00817081 0.01811805 0.00434576] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00879933 0.01951174 0.00468005] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00942786 0.02090544 0.00501434] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01005638 0.02229913 0.00534863] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0106849 0.02369283 0.00568291] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01131343 0.02508653 0.0060172 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01194195 0.02648022 0.00635149] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01257047 0.02787392 0.00668578] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.013199 0.02926761 0.00702007] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01382752 0.03066131 0.00735436] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01445605 0.03205501 0.00768865] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01508457 0.0334487 0.00802294] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01571309 0.0348424 0.00835723] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01634162 0.03623609 0.00869152] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01697014 0.03762979 0.00902581] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01759866 0.03902349 0.00936009] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01822719 0.04041718 0.00969438] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00068053 0.00135919 0.00021608] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00136106 0.00271838 0.00043216] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00204159 0.00407757 0.00064824] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00272212 0.00543676 0.00086431] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00340265 0.00679594 0.00108039] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00408318 0.00815513 0.00129647] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00476371 0.00951432 0.00151255] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00544424 0.01087351 0.00172863] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00612477 0.0122327 0.00194471] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0068053 0.01359189 0.00216079] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00748583 0.01495108 0.00237686] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00816636 0.01631027 0.00259294] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00884689 0.01766945 0.00280902] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00952742 0.01902864 0.0030251 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01020795 0.02038783 0.00324118] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01088848 0.02174702 0.00345726] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01156901 0.02310621 0.00367333] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01224954 0.0244654 0.00388941] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01293007 0.02582459 0.00410549] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0136106 0.02718378 0.00432157] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01429113 0.02854296 0.00453765] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01497166 0.02990215 0.00475373] ==--\n",
"\n",
"\n",
" ==== Counter 11100 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01565219 0.03126134 0.00496981] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01633272 0.03262053 0.00518588] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01701325 0.03397972 0.00540196] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01769378 0.03533891 0.00561804] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01837431 0.0366981 0.00583412] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01905484 0.03805729 0.0060502 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01973537 0.03941648 0.00626628] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00065737 0.00139129 0.00029427] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00131475 0.00278258 0.00058853] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00197212 0.00417388 0.0008828 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00262949 0.00556517 0.00117706] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00328687 0.00695646 0.00147133] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00394424 0.00834775 0.0017656 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00460162 0.00973904 0.00205986] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00525899 0.01113033 0.00235413] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00591636 0.01252163 0.00264839] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00657374 0.01391292 0.00294266] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00723111 0.01530421 0.00323693] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00788848 0.0166955 0.00353119] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00854586 0.01808679 0.00382546] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00920323 0.01947808 0.00411972] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0098606 0.02086938 0.00441399] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01051798 0.02226067 0.00470826] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01117535 0.02365196 0.00500252] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01183272 0.02504325 0.00529679] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0124901 0.02643454 0.00559105] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01314747 0.02782583 0.00588532] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01380485 0.02921713 0.00617959] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01446222 0.03060842 0.00647385] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01511959 0.03199971 0.00676812] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01577697 0.033391 0.00706238] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01643434 0.03478229 0.00735665] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01709171 0.03617358 0.00765091] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01774909 0.03756488 0.00794518] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01840646 0.03895617 0.00823945] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01906383 0.04034746 0.00853371] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00060545 0.00134223 0.00032912] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00121089 0.00268446 0.00065824] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00181634 0.00402669 0.00098736] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00242178 0.00536893 0.00131648] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00302723 0.00671116 0.0016456 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00363267 0.00805339 0.00197472] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00423812 0.00939562 0.00230384] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00484356 0.01073785 0.00263297] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00544901 0.01208008 0.00296209] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00605446 0.01342232 0.00329121] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0066599 0.01476455 0.00362033] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00726535 0.01610678 0.00394945] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00787079 0.01744901 0.00427857] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00847624 0.01879124 0.00460769] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00908168 0.02013347 0.00493681] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00968713 0.0214757 0.00526593] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01029257 0.02281794 0.00559505] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01089802 0.02416017 0.00592417] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01150347 0.0255024 0.00625329] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01210891 0.02684463 0.00658241] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01271436 0.02818686 0.00691153] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0133198 0.02952909 0.00724065] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01392525 0.03087132 0.00756978] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01453069 0.03221356 0.0078989 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01513614 0.03355579 0.00822802] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01574158 0.03489802 0.00855714] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01634703 0.03624025 0.00888626] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01695248 0.03758248 0.00921538] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01755792 0.03892471 0.0095445 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00067035 0.0013845 0.00027218] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00134071 0.002769 0.00054435] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00201106 0.0041535 0.00081653] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00268142 0.005538 0.00108871] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00335177 0.0069225 0.00136089] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00402212 0.008307 0.00163306] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00469248 0.0096915 0.00190524] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00536283 0.011076 0.00217742] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00603319 0.01246051 0.00244959] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00670354 0.01384501 0.00272177] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0073739 0.01522951 0.00299395] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00804425 0.01661401 0.00326612] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0087146 0.01799851 0.0035383 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00938496 0.01938301 0.00381048] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01005531 0.02076751 0.00408266] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01072567 0.02215201 0.00435483] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01139602 0.02353651 0.00462701] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01206637 0.02492101 0.00489919] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01273673 0.02630551 0.00517136] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01340708 0.02769001 0.00544354] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01407744 0.02907451 0.00571572] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01474779 0.03045901 0.00598789] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01541814 0.03184351 0.00626007] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0160885 0.03322801 0.00653225] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01675885 0.03461251 0.00680443] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01742921 0.03599702 0.0070766 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01809956 0.03738152 0.00734878] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01876992 0.03876602 0.00762096] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01944027 0.04015052 0.00789313] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00054902 0.00128941 0.00030582] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00109804 0.00257881 0.00061164] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00164706 0.00386822 0.00091747] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00219607 0.00515762 0.00122329] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00274509 0.00644703 0.00152911] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00329411 0.00773643 0.00183493] ==--\n",
"\n",
"\n",
" ==== Counter 11200 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00384313 0.00902584 0.00214076] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00439215 0.01031524 0.00244658] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00494117 0.01160465 0.0027524 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00549019 0.01289406 0.00305822] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0060392 0.01418346 0.00336404] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00658822 0.01547287 0.00366987] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00713724 0.01676227 0.00397569] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00768626 0.01805168 0.00428151] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00823528 0.01934108 0.00458733] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0087843 0.02063049 0.00489315] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00933332 0.0219199 0.00519898] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00988233 0.0232093 0.0055048 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01043135 0.02449871 0.00581062] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01098037 0.02578811 0.00611644] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01152939 0.02707752 0.00642227] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01207841 0.02836692 0.00672809] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01262743 0.02965633 0.00703391] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01317644 0.03094573 0.00733973] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01372546 0.03223514 0.00764555] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01427448 0.03352455 0.00795138] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0148235 0.03481395 0.0082572 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01537252 0.03610336 0.00856302] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01592154 0.03739276 0.00886884] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00062849 0.00134425 0.00028775] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00125699 0.00268849 0.0005755 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00188548 0.00403274 0.00086326] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00251398 0.00537698 0.00115101] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00314247 0.00672123 0.00143876] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00377097 0.00806548 0.00172651] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00439946 0.00940972 0.00201427] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00502796 0.01075397 0.00230202] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00565645 0.01209821 0.00258977] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00628494 0.01344246 0.00287752] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00691344 0.01478671 0.00316527] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00754193 0.01613095 0.00345303] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00817043 0.0174752 0.00374078] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00879892 0.01881944 0.00402853] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00942742 0.02016369 0.00431628] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01005591 0.02150794 0.00460403] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01068441 0.02285218 0.00489179] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0113129 0.02419643 0.00517954] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01194139 0.02554067 0.00546729] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01256989 0.02688492 0.00575504] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01319838 0.02822917 0.0060428 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01382688 0.02957341 0.00633055] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01445537 0.03091766 0.0066183 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01508387 0.0322619 0.00690605] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01571236 0.03360615 0.0071938 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01634085 0.0349504 0.00748156] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01696935 0.03629464 0.00776931] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01759784 0.03763889 0.00805706] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01822634 0.03898313 0.00834481] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00059538 0.0012993 0.00027866] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00119076 0.0025986 0.00055733] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00178614 0.0038979 0.00083599] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00238153 0.0051972 0.00111465] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00297691 0.00649649 0.00139331] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00357229 0.00779579 0.00167198] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00416767 0.00909509 0.00195064] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00476305 0.01039439 0.0022293 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00535843 0.01169369 0.00250796] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00595381 0.01299299 0.00278663] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00654919 0.01429229 0.00306529] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00714458 0.01559159 0.00334395] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00773996 0.01689088 0.00362262] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00833534 0.01819018 0.00390128] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00893072 0.01948948 0.00417994] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0095261 0.02078878 0.0044586 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01012148 0.02208808 0.00473727] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01071686 0.02338738 0.00501593] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01131225 0.02468668 0.00529459] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01190763 0.02598598 0.00557325] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01250301 0.02728528 0.00585192] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01309839 0.02858457 0.00613058] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01369377 0.02988387 0.00640924] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01428915 0.03118317 0.0066879 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01488453 0.03248247 0.00696657] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01547992 0.03378177 0.00724523] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0160753 0.03508107 0.00752389] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01667068 0.03638037 0.00780256] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01726606 0.03767967 0.00808122] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00066792 0.00137883 0.00025438] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00133583 0.00275767 0.00050876] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00200375 0.0041365 0.00076315] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00267166 0.00551534 0.00101753] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00333958 0.00689417 0.00127191] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00400749 0.00827301 0.00152629] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00467541 0.00965184 0.00178067] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00534333 0.01103068 0.00203505] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00601124 0.01240951 0.00228944] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00667916 0.01378834 0.00254382] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00734707 0.01516718 0.0027982 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00801499 0.01654601 0.00305258] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00868291 0.01792485 0.00330696] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00935082 0.01930368 0.00356135] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01001874 0.02068252 0.00381573] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01068665 0.02206135 0.00407011] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01135457 0.02344019 0.00432449] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01202248 0.02481902 0.00457887] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0126904 0.02619786 0.00483325] ==--\n",
"\n",
"\n",
" ==== Counter 11300 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01335832 0.02757669 0.00508764] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01402623 0.02895552 0.00534202] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01469415 0.03033436 0.0055964 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01536206 0.03171319 0.00585078] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01602998 0.03309203 0.00610516] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01669789 0.03447086 0.00635955] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01736581 0.0358497 0.00661393] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01803373 0.03722853 0.00686831] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01870164 0.03860737 0.00712269] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01936956 0.0399862 0.00737707] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00063242 0.00130672 0.00022635] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00126483 0.00261343 0.00045271] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00189725 0.00392015 0.00067906] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00252966 0.00522687 0.00090541] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00316208 0.00653358 0.00113177] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00379449 0.0078403 0.00135812] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00442691 0.00914702 0.00158447] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00505932 0.01045373 0.00181083] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00569174 0.01176045 0.00203718] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00632415 0.01306717 0.00226353] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00695657 0.01437388 0.00248989] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00758898 0.0156806 0.00271624] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0082214 0.01698732 0.00294259] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00885381 0.01829403 0.00316895] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00948623 0.01960075 0.0033953 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01011865 0.02090747 0.00362165] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01075106 0.02221418 0.00384801] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01138348 0.0235209 0.00407436] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01201589 0.02482762 0.00430071] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01264831 0.02613433 0.00452707] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01328072 0.02744105 0.00475342] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01391314 0.02874777 0.00497977] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01454555 0.03005448 0.00520613] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01517797 0.0313612 0.00543248] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01581038 0.03266791 0.00565883] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0164428 0.03397463 0.00588519] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01707521 0.03528135 0.00611154] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01770763 0.03658806 0.00633789] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01834004 0.03789478 0.00656424] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00064131 0.00129892 0.00020283] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00128263 0.00259784 0.00040565] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00192394 0.00389676 0.00060848] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00256526 0.00519568 0.00081131] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00320657 0.0064946 0.00101413] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00384789 0.00779352 0.00121696] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0044892 0.00909245 0.00141979] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00513052 0.01039137 0.00162261] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00577183 0.01169029 0.00182544] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00641314 0.01298921 0.00202827] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00705446 0.01428813 0.00223109] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00769577 0.01558705 0.00243392] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00833709 0.01688597 0.00263675] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0089784 0.01818489 0.00283957] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00961972 0.01948381 0.0030424 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01026103 0.02078273 0.00324522] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01090235 0.02208165 0.00344805] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01154366 0.02338057 0.00365088] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01218497 0.02467949 0.0038537 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01282629 0.02597841 0.00405653] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0134676 0.02727734 0.00425936] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01410892 0.02857626 0.00446218] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01475023 0.02987518 0.00466501] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01539155 0.0311741 0.00486784] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01603286 0.03247302 0.00507066] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01667418 0.03377194 0.00527349] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01731549 0.03507086 0.00547632] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0179568 0.03636978 0.00567914] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01859812 0.0376687 0.00588197] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00070676 0.00142102 0.00023283] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00141353 0.00284204 0.00046565] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00212029 0.00426306 0.00069848] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00282706 0.00568407 0.0009313 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00353382 0.00710509 0.00116413] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00424059 0.00852611 0.00139695] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00494735 0.00994713 0.00162978] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00565412 0.01136815 0.00186261] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00636088 0.01278917 0.00209543] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00706765 0.01421019 0.00232826] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00777441 0.01563121 0.00256108] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00848118 0.01705222 0.00279391] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00918794 0.01847324 0.00302673] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00989471 0.01989426 0.00325956] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01060147 0.02131528 0.00349238] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01130824 0.0227363 0.00372521] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.012015 0.02415732 0.00395804] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01272177 0.02557834 0.00419086] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01342853 0.02699935 0.00442369] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0141353 0.02842037 0.00465651] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01484206 0.02984139 0.00488934] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01554883 0.03126241 0.00512216] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01625559 0.03268343 0.00535499] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01696236 0.03410445 0.00558782] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01766912 0.03552547 0.00582064] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01837589 0.03694649 0.00605347] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01908265 0.0383675 0.00628629] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01978942 0.03978852 0.00651912] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02049618 0.04120954 0.00675194] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00077727 0.00146637 0.00017682] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00155453 0.00293275 0.00035364] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0023318 0.00439912 0.00053047] ==--\n",
"\n",
"\n",
" ==== Counter 11400 ====\n",
"\n",
"\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00310906 0.0058655 0.00070729] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00388633 0.00733187 0.00088411] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00466359 0.00879824 0.00106093] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00544086 0.01026462 0.00123776] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00621813 0.01173099 0.00141458] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00699539 0.01319737 0.0015914 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00777266 0.01466374 0.00176822] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00854992 0.01613011 0.00194505] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00932719 0.01759649 0.00212187] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01010445 0.01906286 0.00229869] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01088172 0.02052924 0.00247551] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01165899 0.02199561 0.00265233] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01243625 0.02346199 0.00282916] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01321352 0.02492836 0.00300598] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01399078 0.02639473 0.0031828 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01476805 0.02786111 0.00335962] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01554531 0.02932748 0.00353645] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01632258 0.03079386 0.00371327] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01709984 0.03226023 0.00389009] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01787711 0.0337266 0.00406691] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01865438 0.03519298 0.00424373] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01943164 0.03665935 0.00442056] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02020891 0.03812573 0.00459738] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02098617 0.0395921 0.0047742 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02176344 0.04105847 0.00495102] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0225407 0.04252485 0.00512785] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00093777 0.00176645 0.00010523] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00187554 0.0035329 0.00021047] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00281331 0.00529935 0.0003157 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00375109 0.0070658 0.00042094] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00468886 0.00883225 0.00052617] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00562663 0.0105987 0.00063141] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0065644 0.01236516 0.00073664] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00750217 0.01413161 0.00084188] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00843994 0.01589806 0.00094711] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00937771 0.01766451 0.00105235] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01031549 0.01943096 0.00115758] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01125326 0.02119741 0.00126281] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01219103 0.02296386 0.00136805] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0131288 0.02473031 0.00147328] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01406657 0.02649676 0.00157852] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01500434 0.02826321 0.00168375] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01594212 0.03002966 0.00178899] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01687989 0.03179611 0.00189422] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01781766 0.03356256 0.00199946] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01875543 0.03532902 0.00210469] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0196932 0.03709547 0.00220992] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02063097 0.03886192 0.00231516] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02156874 0.04062837 0.00242039] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02250652 0.04239482 0.00252563] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02344429 0.04416127 0.00263086] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02438206 0.04592772 0.0027361 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02531983 0.04769417 0.00284133] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0262576 0.04946062 0.00294657] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02719537 0.05122707 0.0030518 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-9.99387954e-04 1.77846847e-03 -6.14783722e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00199878 0.00355694 -0.00012296] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00299816 0.00533541 -0.00018444] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00399755 0.00711387 -0.00024591] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00499694 0.00889234 -0.00030739] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00599633 0.01067081 -0.00036887] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00699572 0.01244928 -0.00043035] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0079951 0.01422775 -0.00049183] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00899449 0.01600622 -0.00055331] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00999388 0.01778468 -0.00061478] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01099327 0.01956315 -0.00067626] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01199266 0.02134162 -0.00073774] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01299204 0.02312009 -0.00079922] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01399143 0.02489856 -0.0008607 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01499082 0.02667703 -0.00092218] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01599021 0.0284555 -0.00098365] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0169896 0.03023396 -0.00104513] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01798898 0.03201243 -0.00110661] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01898837 0.0337909 -0.00116809] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01998776 0.03556937 -0.00122957] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02098715 0.03734784 -0.00129105] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02198653 0.03912631 -0.00135252] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02298592 0.04090477 -0.001414 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02398531 0.04268324 -0.00147548] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0249847 0.04446171 -0.00153696] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02598409 0.04624018 -0.00159844] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02698347 0.04801865 -0.00165992] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02798286 0.04979712 -0.00172139] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02898225 0.05157559 -0.00178287] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00098284 0.00165136 -0.00173599] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00196568 0.00330273 -0.00347197] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00294852 0.00495409 -0.00520796] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00393136 0.00660546 -0.00694394] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0049142 0.00825682 -0.00867993] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00589704 0.00990819 -0.01041591] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00687988 0.01155955 -0.0121519 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00786273 0.01321092 -0.01388789] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00884557 0.01486228 -0.01562387] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00982841 0.01651365 -0.01735986] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01081125 0.01816501 -0.01909584] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01179409 0.01981637 -0.02083183] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01277693 0.02146774 -0.02256781] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01375977 0.0231191 -0.0243038 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01474261 0.02477047 -0.02603979] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01572545 0.02642183 -0.02777577] ==--\n",
"\n",
"\n",
" ==== Counter 11500 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01670829 0.0280732 -0.02951176] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01769113 0.02972456 -0.03124774] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01867397 0.03137593 -0.03298373] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01965681 0.03302729 -0.03471971] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02063965 0.03467865 -0.0364557 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02162249 0.03633002 -0.03819169] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02260534 0.03798138 -0.03992767] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02358818 0.03963275 -0.04166366] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02457102 0.04128411 -0.04339964] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02555386 0.04293548 -0.04513563] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0265367 0.04458684 -0.04687161] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02751954 0.04623821 -0.0486076 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02850238 0.04788957 -0.05034359] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00076314 0.00146871 -0.00228449] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00152628 0.00293742 -0.00456899] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00228943 0.00440612 -0.00685348] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00305257 0.00587483 -0.00913797] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00381571 0.00734354 -0.01142247] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00457885 0.00881225 -0.01370696] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.005342 0.01028095 -0.01599145] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00610514 0.01174966 -0.01827595] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00686828 0.01321837 -0.02056044] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00763142 0.01468708 -0.02284493] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00839457 0.01615578 -0.02512943] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00915771 0.01762449 -0.02741392] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00992085 0.0190932 -0.02969841] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01068399 0.02056191 -0.03198291] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01144714 0.02203061 -0.0342674 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01221028 0.02349932 -0.03655189] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01297342 0.02496803 -0.03883639] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01373656 0.02643674 -0.04112088] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0144997 0.02790544 -0.04340537] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01526285 0.02937415 -0.04568987] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01602599 0.03084286 -0.04797436] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01678913 0.03231157 -0.05025885] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01755227 0.03378027 -0.05254335] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01831542 0.03524898 -0.05482784] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01907856 0.03671769 -0.05711233] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0198417 0.0381864 -0.05939683] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02060484 0.03965511 -0.06168132] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02136799 0.04112381 -0.06396581] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02213113 0.04259252 -0.06625031] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00115773 0.00218266 -0.00184387] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00231547 0.00436531 -0.00368774] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0034732 0.00654797 -0.00553161] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00463094 0.00873063 -0.00737549] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00578867 0.01091328 -0.00921936] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00694641 0.01309594 -0.01106323] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00810414 0.0152786 -0.0129071 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00926188 0.01746125 -0.01475097] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01041961 0.01964391 -0.01659484] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01157735 0.02182657 -0.01843871] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01273508 0.02400922 -0.02028259] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01389282 0.02619188 -0.02212646] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01505055 0.02837454 -0.02397033] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01620829 0.0305572 -0.0258142 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01736602 0.03273985 -0.02765807] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01852376 0.03492251 -0.02950194] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01968149 0.03710517 -0.03134581] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02083923 0.03928782 -0.03318968] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02199696 0.04147048 -0.03503356] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0231547 0.04365314 -0.03687743] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02431243 0.04583579 -0.0387213 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02547017 0.04801845 -0.04056517] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0266279 0.05020111 -0.04240904] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02778563 0.05238376 -0.04425291] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02894337 0.05456642 -0.04609678] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0301011 0.05674908 -0.04794066] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03125884 0.05893173 -0.04978453] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03241657 0.06111439 -0.0516284 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03357431 0.06329705 -0.05347227] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00122524 0.00207181 -0.0013609 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00245048 0.00414362 -0.0027218 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00367572 0.00621543 -0.0040827 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00490097 0.00828725 -0.0054436 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00612621 0.01035906 -0.00680449] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00735145 0.01243087 -0.00816539] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00857669 0.01450268 -0.00952629] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00980193 0.01657449 -0.01088719] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01102717 0.0186463 -0.01224809] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01225241 0.02071812 -0.01360899] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01347765 0.02278993 -0.01496989] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0147029 0.02486174 -0.01633079] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01592814 0.02693355 -0.01769168] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01715338 0.02900536 -0.01905258] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01837862 0.03107717 -0.02041348] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01960386 0.03314898 -0.02177438] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0208291 0.0352208 -0.02313528] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02205434 0.03729261 -0.02449618] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02327958 0.03936442 -0.02585708] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02450483 0.04143623 -0.02721798] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02573007 0.04350804 -0.02857887] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02695531 0.04557985 -0.02993977] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02818055 0.04765167 -0.03130067] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02940579 0.04972348 -0.03266157] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03063103 0.05179529 -0.03402247] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03185627 0.0538671 -0.03538337] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03308151 0.05593891 -0.03674427] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03430676 0.05801072 -0.03810517] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.035532 0.06008253 -0.03946607] ==--\n",
"\n",
"\n",
" ==== Counter 11600 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00064019 0.00100623 -0.00192279] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00128038 0.00201246 -0.00384559] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00192056 0.00301869 -0.00576838] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00256075 0.00402492 -0.00769118] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00320094 0.00503115 -0.00961397] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00384113 0.00603738 -0.01153677] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00448132 0.00704361 -0.01345956] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0051215 0.00804984 -0.01538236] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00576169 0.00905607 -0.01730515] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00640188 0.0100623 -0.01922795] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00704207 0.01106853 -0.02115074] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00768226 0.01207476 -0.02307353] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00832245 0.01308099 -0.02499633] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00896263 0.01408723 -0.02691912] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00960282 0.01509346 -0.02884192] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01024301 0.01609969 -0.03076471] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0108832 0.01710592 -0.03268751] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01152339 0.01811215 -0.0346103 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01216357 0.01911838 -0.0365331 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01280376 0.02012461 -0.03845589] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01344395 0.02113084 -0.04037869] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01408414 0.02213707 -0.04230148] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01472433 0.0231433 -0.04422427] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01536451 0.02414953 -0.04614707] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0160047 0.02515576 -0.04806986] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01664489 0.02616199 -0.04999266] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01728508 0.02716822 -0.05191545] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01792527 0.02817445 -0.05383825] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01856546 0.02918068 -0.05576104] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00048442 0.00076456 -0.00198806] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00096883 0.00152912 -0.00397612] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00145325 0.00229368 -0.00596418] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00193767 0.00305823 -0.00795223] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00242208 0.00382279 -0.00994029] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0029065 0.00458735 -0.01192835] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00339092 0.00535191 -0.01391641] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00387533 0.00611647 -0.01590447] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00435975 0.00688103 -0.01789253] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00484417 0.00764559 -0.01988059] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00532858 0.00841015 -0.02186865] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.005813 0.0091747 -0.0238567] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00629742 0.00993926 -0.02584476] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00678183 0.01070382 -0.02783282] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00726625 0.01146838 -0.02982088] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00775067 0.01223294 -0.03180894] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00823508 0.0129975 -0.033797 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0087195 0.01376206 -0.03578506] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00920392 0.01452661 -0.03777312] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00968834 0.01529117 -0.03976117] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01017275 0.01605573 -0.04174923] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01065717 0.01682029 -0.04373729] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01114159 0.01758485 -0.04572535] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.011626 0.01834941 -0.04771341] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01211042 0.01911397 -0.04970147] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01259484 0.01987853 -0.05168953] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01307925 0.02064308 -0.05367758] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01356367 0.02140764 -0.05566564] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01404809 0.0221722 -0.0576537 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00102996 0.00153634 -0.00186923] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00205992 0.00307268 -0.00373845] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00308988 0.00460902 -0.00560768] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00411984 0.00614536 -0.0074769 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0051498 0.0076817 -0.00934613] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00617976 0.00921804 -0.01121535] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00720971 0.01075438 -0.01308458] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00823967 0.01229072 -0.01495381] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00926963 0.01382706 -0.01682303] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01029959 0.0153634 -0.01869226] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01132955 0.01689974 -0.02056148] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01235951 0.01843608 -0.02243071] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01338947 0.01997242 -0.02429993] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01441943 0.02150876 -0.02616916] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01544939 0.0230451 -0.02803838] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01647935 0.02458144 -0.02990761] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01750931 0.02611777 -0.03177684] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01853927 0.02765411 -0.03364606] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01956922 0.02919045 -0.03551529] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02059918 0.03072679 -0.03738451] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02162914 0.03226313 -0.03925374] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0226591 0.03379947 -0.04112296] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02368906 0.03533581 -0.04299219] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02471902 0.03687215 -0.04486142] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02574898 0.03840849 -0.04673064] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02677894 0.03994483 -0.04859987] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0278089 0.04148117 -0.05046909] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02883886 0.04301751 -0.05233832] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02986882 0.04455385 -0.05420754] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00061087 0.0011761 -0.0021944 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00122174 0.0023522 -0.00438881] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00183262 0.0035283 -0.00658321] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00244349 0.0047044 -0.00877762] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00305436 0.0058805 -0.01097202] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00366523 0.0070566 -0.01316643] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0042761 0.0082327 -0.01536083] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00488697 0.0094088 -0.01755524] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00549785 0.01058491 -0.01974964] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00610872 0.01176101 -0.02194405] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00671959 0.01293711 -0.02413845] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00733046 0.01411321 -0.02633286] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00794133 0.01528931 -0.02852726] ==--\n",
"\n",
"\n",
" ==== Counter 11700 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00855221 0.01646541 -0.03072167] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00916308 0.01764151 -0.03291607] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00977395 0.01881761 -0.03511048] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01038482 0.01999371 -0.03730488] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01099569 0.02116981 -0.03949929] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01160656 0.02234591 -0.04169369] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01221744 0.02352201 -0.0438881 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01282831 0.02469811 -0.0460825 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01343918 0.02587421 -0.04827691] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01405005 0.02705031 -0.05047131] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01466092 0.02822641 -0.05266572] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0152718 0.02940252 -0.05486012] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01588267 0.03057862 -0.05705453] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01649354 0.03175472 -0.05924893] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01710441 0.03293082 -0.06144334] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01771528 0.03410692 -0.06363774] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00065012 0.00143339 0.00038264] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00130023 0.00286679 0.00076527] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00195035 0.00430018 0.00114791] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00260047 0.00573358 0.00153055] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00325058 0.00716697 0.00191319] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0039007 0.00860037 0.00229582] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00455082 0.01003376 0.00267846] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00520093 0.01146716 0.0030611 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00585105 0.01290055 0.00344374] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00650117 0.01433395 0.00382637] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00715128 0.01576734 0.00420901] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0078014 0.01720074 0.00459165] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00845152 0.01863413 0.00497429] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00910163 0.02006753 0.00535692] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00975175 0.02150092 0.00573956] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01040186 0.02293432 0.0061222 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01105198 0.02436771 0.00650484] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0117021 0.02580111 0.00688747] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01235221 0.0272345 0.00727011] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01300233 0.0286679 0.00765275] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01365245 0.03010129 0.00803539] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01430256 0.03153469 0.00841802] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01495268 0.03296808 0.00880066] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0156028 0.03440148 0.0091833 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01625291 0.03583487 0.00956593] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01690303 0.03726827 0.00994857] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01755315 0.03870166 0.01033121] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01820326 0.04013506 0.01071385] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01885338 0.04156845 0.01109648] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00065415 0.00143859 0.00033942] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00130829 0.00287718 0.00067883] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00196244 0.00431577 0.00101825] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00261658 0.00575436 0.00135767] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00327073 0.00719295 0.00169708] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00392487 0.00863154 0.0020365 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00457902 0.01007013 0.00237592] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00523316 0.01150872 0.00271533] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00588731 0.01294732 0.00305475] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00654145 0.01438591 0.00339417] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0071956 0.0158245 0.00373358] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00784975 0.01726309 0.004073 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00850389 0.01870168 0.00441242] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00915804 0.02014027 0.00475183] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00981218 0.02157886 0.00509125] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01046633 0.02301745 0.00543067] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01112047 0.02445604 0.00577008] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01177462 0.02589463 0.0061095 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01242876 0.02733322 0.00644892] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01308291 0.02877181 0.00678833] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01373705 0.0302104 0.00712775] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0143912 0.03164899 0.00746716] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01504535 0.03308758 0.00780658] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01569949 0.03452617 0.008146 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01635364 0.03596476 0.00848541] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01700778 0.03740336 0.00882483] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01766193 0.03884195 0.00916425] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01831607 0.04028054 0.00950366] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01897022 0.04171913 0.00984308] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00069025 0.00143042 0.00030454] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00138051 0.00286083 0.00060909] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00207076 0.00429125 0.00091363] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00276102 0.00572167 0.00121818] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00345127 0.00715209 0.00152272] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00414153 0.0085825 0.00182727] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00483178 0.01001292 0.00213181] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00552204 0.01144334 0.00243636] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00621229 0.01287375 0.0027409 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00690255 0.01430417 0.00304545] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0075928 0.01573459 0.00334999] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00828306 0.017165 0.00365453] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00897331 0.01859542 0.00395908] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00966357 0.02002584 0.00426362] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01035382 0.02145626 0.00456817] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01104408 0.02288667 0.00487271] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01173433 0.02431709 0.00517726] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01242459 0.02574751 0.0054818 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01311484 0.02717792 0.00578635] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0138051 0.02860834 0.00609089] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01449535 0.03003876 0.00639543] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01518561 0.03146917 0.00669998] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01587586 0.03289959 0.00700452] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01656612 0.03433001 0.00730907] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01725637 0.03576043 0.00761361] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01794663 0.03719084 0.00791816] ==--\n",
"\n",
"\n",
" ==== Counter 11800 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01863688 0.03862126 0.0082227 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01932714 0.04005168 0.00852725] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02001739 0.04148209 0.00883179] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00075459 0.0015056 0.00023742] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00150918 0.0030112 0.00047485] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00226377 0.0045168 0.00071227] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00301836 0.0060224 0.00094969] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00377295 0.00752801 0.00118712] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00452753 0.00903361 0.00142454] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00528212 0.01053921 0.00166196] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00603671 0.01204481 0.00189939] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0067913 0.01355041 0.00213681] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00754589 0.01505601 0.00237423] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00830048 0.01656161 0.00261166] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00905507 0.01806721 0.00284908] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00980966 0.01957281 0.0030865 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01056425 0.02107842 0.00332393] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01131884 0.02258402 0.00356135] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01207343 0.02408962 0.00379877] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01282802 0.02559522 0.0040362 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0135826 0.02710082 0.00427362] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01433719 0.02860642 0.00451104] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01509178 0.03011202 0.00474846] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01584637 0.03161762 0.00498589] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01660096 0.03312322 0.00522331] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01735555 0.03462883 0.00546073] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01811014 0.03613443 0.00569816] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01886473 0.03764003 0.00593558] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01961932 0.03914563 0.006173 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02037391 0.04065123 0.00641043] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0211285 0.04215683 0.00664785] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02188309 0.04366243 0.00688527] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00069533 0.00145786 0.0003089 ] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00139066 0.00291572 0.00061779] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00208599 0.00437359 0.00092669] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00278132 0.00583145 0.00123558] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00347665 0.00728931 0.00154448] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00417198 0.00874717 0.00185337] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00486731 0.01020504 0.00216227] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00556265 0.0116629 0.00247116] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00625798 0.01312076 0.00278006] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00695331 0.01457862 0.00308895] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00764864 0.01603649 0.00339785] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00834397 0.01749435 0.00370674] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0090393 0.01895221 0.00401564] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00973463 0.02041007 0.00432453] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01042996 0.02186793 0.00463343] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01112529 0.0233258 0.00494232] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01182062 0.02478366 0.00525122] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01251595 0.02624152 0.00556012] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01321128 0.02769938 0.00586901] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01390661 0.02915725 0.00617791] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01460194 0.03061511 0.0064868 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01529728 0.03207297 0.0067957 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01599261 0.03353083 0.00710459] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01668794 0.0349887 0.00741349] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01738327 0.03644656 0.00772238] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0180786 0.03790442 0.00803128] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01877393 0.03936228 0.00834017] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01946926 0.04082014 0.00864907] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02016459 0.04227801 0.00895796] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00071205 0.00143738 0.00025242] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.0014241 0.00287476 0.00050483] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00213614 0.00431214 0.00075725] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00284819 0.00574952 0.00100967] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00356024 0.0071869 0.00126209] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00427229 0.00862429 0.0015145 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00498433 0.01006167 0.00176692] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00569638 0.01149905 0.00201934] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00640843 0.01293643 0.00227176] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00712048 0.01437381 0.00252417] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00783252 0.01581119 0.00277659] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00854457 0.01724857 0.00302901] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00925662 0.01868595 0.00328143] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00996867 0.02012333 0.00353384] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01068071 0.02156071 0.00378626] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01139276 0.02299809 0.00403868] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01210481 0.02443548 0.0042911 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01281686 0.02587286 0.00454351] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0135289 0.02731024 0.00479593] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01424095 0.02874762 0.00504835] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.014953 0.030185 0.00530077] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01566505 0.03162238 0.00555318] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01637709 0.03305976 0.0058056 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01708914 0.03449714 0.00605802] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01780119 0.03593452 0.00631044] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01851324 0.0373719 0.00656285] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01922528 0.03880928 0.00681527] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01993733 0.04024667 0.00706769] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02064938 0.04168405 0.00732011] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00072048 0.0013794 0.00017096] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00144096 0.0027588 0.00034193] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00216144 0.00413821 0.00051289] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00288192 0.00551761 0.00068385] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00360241 0.00689701 0.00085482] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00432289 0.00827641 0.00102578] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00504337 0.00965582 0.00119675] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00576385 0.01103522 0.00136771] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00648433 0.01241462 0.00153867] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00720481 0.01379402 0.00170964] ==--\n",
"\n",
"\n",
" ==== Counter 11900 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00792529 0.01517343 0.0018806 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00864577 0.01655283 0.00205156] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00936625 0.01793223 0.00222253] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01008673 0.01931163 0.00239349] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01080722 0.02069104 0.00256446] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0115277 0.02207044 0.00273542] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01224818 0.02344984 0.00290638] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01296866 0.02482924 0.00307735] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01368914 0.02620865 0.00324831] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01440962 0.02758805 0.00341927] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0151301 0.02896745 0.00359024] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01585058 0.03034685 0.0037612 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01657106 0.03172626 0.00393217] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01729155 0.03310566 0.00410313] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01801203 0.03448506 0.00427409] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01873251 0.03586446 0.00444506] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01945299 0.03724386 0.00461602] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02017347 0.03862327 0.00478698] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02089395 0.04000267 0.00495795] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00070413 0.00139928 0.00021348] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00140827 0.00279857 0.00042695] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0021124 0.00419785 0.00064043] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00281654 0.00559713 0.00085391] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00352067 0.00699641 0.00106738] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0042248 0.0083957 0.00128086] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00492894 0.00979498 0.00149434] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00563307 0.01119426 0.00170781] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0063372 0.01259355 0.00192129] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00704134 0.01399283 0.00213477] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00774547 0.01539211 0.00234824] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00844961 0.0167914 0.00256172] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00915374 0.01819068 0.0027752 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00985787 0.01958996 0.00298867] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01056201 0.02098924 0.00320215] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01126614 0.02238853 0.00341563] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01197028 0.02378781 0.0036291 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01267441 0.02518709 0.00384258] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01337854 0.02658638 0.00405606] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01408268 0.02798566 0.00426953] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01478681 0.02938494 0.00448301] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01549094 0.03078423 0.00469649] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01619508 0.03218351 0.00490996] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01689921 0.03358279 0.00512344] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01760335 0.03498207 0.00533692] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01830748 0.03638136 0.00555039] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01901161 0.03778064 0.00576387] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01971575 0.03917992 0.00597735] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02041988 0.04057921 0.00619082] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00059417 0.00130868 0.00028611] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00118834 0.00261737 0.00057221] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00178252 0.00392605 0.00085832] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00237669 0.00523474 0.00114442] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00297086 0.00654342 0.00143053] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00356503 0.00785211 0.00171663] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0041592 0.00916079 0.00200274] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00475337 0.01046948 0.00228884] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00534755 0.01177816 0.00257495] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00594172 0.01308685 0.00286106] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00653589 0.01439553 0.00314716] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00713006 0.01570422 0.00343327] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00772423 0.0170129 0.00371937] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00831841 0.01832159 0.00400548] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00891258 0.01963027 0.00429158] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00950675 0.02093896 0.00457769] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01010092 0.02224764 0.00486379] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01069509 0.02355633 0.0051499 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01128926 0.02486501 0.00543601] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01188344 0.0261737 0.00572211] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01247761 0.02748238 0.00600822] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01307178 0.02879107 0.00629432] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01366595 0.03009975 0.00658043] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01426012 0.03140844 0.00686653] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01485429 0.03271712 0.00715264] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01544847 0.03402581 0.00743874] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01604264 0.03533449 0.00772485] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01663681 0.03664318 0.00801096] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01723098 0.03795186 0.00829706] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00067554 0.00137732 0.0002418 ] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00135108 0.00275465 0.00048359] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00202662 0.00413197 0.00072539] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00270216 0.0055093 0.00096718] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0033777 0.00688662 0.00120898] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00405323 0.00826395 0.00145078] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00472877 0.00964127 0.00169257] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00540431 0.0110186 0.00193437] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00607985 0.01239592 0.00217616] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00675539 0.01377325 0.00241796] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00743093 0.01515057 0.00265976] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00810647 0.0165279 0.00290155] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00878201 0.01790522 0.00314335] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00945755 0.01928255 0.00338515] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01013309 0.02065987 0.00362694] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01080863 0.0220372 0.00386874] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01148417 0.02341452 0.00411053] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0121597 0.02479185 0.00435233] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01283524 0.02616917 0.00459413] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01351078 0.0275465 0.00483592] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01418632 0.02892382 0.00507772] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01486186 0.03030115 0.00531951] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0155374 0.03167847 0.00556131] ==--\n",
"\n",
"\n",
" ==== Counter 12000 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01621294 0.0330558 0.00580311] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01688848 0.03443312 0.0060449 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01756402 0.03581045 0.0062867 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01823956 0.03718777 0.00652849] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0189151 0.0385651 0.00677029] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01959064 0.03994242 0.00701209] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00065093 0.00130755 0.00020148] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00130186 0.0026151 0.00040297] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00195279 0.00392265 0.00060445] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00260372 0.00523021 0.00080593] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00325464 0.00653776 0.00100742] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00390557 0.00784531 0.0012089 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0045565 0.00915286 0.00141039] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00520743 0.01046041 0.00161187] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00585836 0.01176796 0.00181335] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00650929 0.01307551 0.00201484] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00716022 0.01438307 0.00221632] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00781115 0.01569062 0.0024178 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00846207 0.01699817 0.00261929] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.009113 0.01830572 0.00282077] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00976393 0.01961327 0.00302226] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01041486 0.02092082 0.00322374] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01106579 0.02222837 0.00342522] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01171672 0.02353593 0.00362671] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01236765 0.02484348 0.00382819] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01301858 0.02615103 0.00402967] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0136695 0.02745858 0.00423116] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01432043 0.02876613 0.00443264] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01497136 0.03007368 0.00463413] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01562229 0.03138123 0.00483561] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01627322 0.03268879 0.00503709] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01692415 0.03399634 0.00523858] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01757508 0.03530389 0.00544006] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01822601 0.03661144 0.00564154] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01887693 0.03791899 0.00584303] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00067294 0.0013295 0.00018802] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00134588 0.002659 0.00037604] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00201882 0.0039885 0.00056406] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00269176 0.00531801 0.00075208] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00336471 0.00664751 0.0009401 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00403765 0.00797701 0.00112812] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00471059 0.00930651 0.00131614] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00538353 0.01063601 0.00150416] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00605647 0.01196551 0.00169218] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00672941 0.01329502 0.0018802 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00740235 0.01462452 0.00206822] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00807529 0.01595402 0.00225624] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00874823 0.01728352 0.00244426] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00942117 0.01861302 0.00263228] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01009412 0.01994252 0.0028203 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01076706 0.02127202 0.00300832] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01144 0.02260153 0.00319634] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01211294 0.02393103 0.00338436] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01278588 0.02526053 0.00357238] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01345882 0.02659003 0.0037604 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01413176 0.02791953 0.00394842] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0148047 0.02924903 0.00413644] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01547764 0.03057854 0.00432446] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01615058 0.03190804 0.00451248] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01682353 0.03323754 0.0047005 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01749647 0.03456704 0.00488852] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01816941 0.03589654 0.00507654] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01884235 0.03722604 0.00526456] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01951529 0.03855555 0.00545258] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00063941 0.00135006 0.00028312] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00127882 0.00270012 0.00056624] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00191823 0.00405019 0.00084935] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00255764 0.00540025 0.00113247] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00319705 0.00675031 0.00141559] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00383646 0.00810037 0.00169871] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00447587 0.00945043 0.00198183] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00511528 0.01080049 0.00226495] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00575469 0.01215056 0.00254806] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0063941 0.01350062 0.00283118] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00703351 0.01485068 0.0031143 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00767292 0.01620074 0.00339742] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00831233 0.0175508 0.00368054] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00895174 0.01890086 0.00396366] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00959115 0.02025093 0.00424677] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01023056 0.02160099 0.00452989] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01086997 0.02295105 0.00481301] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01150938 0.02430111 0.00509613] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01214879 0.02565117 0.00537925] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0127882 0.02700123 0.00566236] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01342761 0.0283513 0.00594548] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01406702 0.02970136 0.0062286 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01470643 0.03105142 0.00651172] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01534584 0.03240148 0.00679484] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01598525 0.03375154 0.00707796] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01662466 0.0351016 0.00736107] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01726407 0.03645167 0.00764419] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01790348 0.03780173 0.00792731] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01854289 0.03915179 0.00821043] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00066969 0.00136051 0.00023022] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00133938 0.00272103 0.00046044] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00200907 0.00408154 0.00069067] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00267876 0.00544205 0.00092089] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00334845 0.00680256 0.00115111] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00401814 0.00816308 0.00138133] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00468783 0.00952359 0.00161155] ==--\n",
"\n",
"\n",
" ==== Counter 12100 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00535752 0.0108841 0.00184178] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0060272 0.01224461 0.002072 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00669689 0.01360513 0.00230222] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00736658 0.01496564 0.00253244] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00803627 0.01632615 0.00276266] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00870596 0.01768666 0.00299289] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00937565 0.01904718 0.00322311] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01004534 0.02040769 0.00345333] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01071503 0.0217682 0.00368355] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01138472 0.02312872 0.00391378] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01205441 0.02448923 0.004144 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0127241 0.02584974 0.00437422] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01339379 0.02721025 0.00460444] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01406348 0.02857077 0.00483466] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01473317 0.02993128 0.00506489] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01540286 0.03129179 0.00529511] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01607255 0.0326523 0.00552533] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01674223 0.03401282 0.00575555] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01741192 0.03537333 0.00598577] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01808161 0.03673384 0.006216 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0187513 0.03809436 0.00644622] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01942099 0.03945487 0.00667644] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00058902 0.00127802 0.00025599] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00117803 0.00255603 0.00051199] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00176705 0.00383405 0.00076798] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00235606 0.00511207 0.00102398] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00294508 0.00639008 0.00127997] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0035341 0.0076681 0.00153596] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00412311 0.00894611 0.00179196] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00471213 0.01022413 0.00204795] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00530115 0.01150215 0.00230394] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00589016 0.01278016 0.00255994] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00647918 0.01405818 0.00281593] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00706819 0.0153362 0.00307193] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00765721 0.01661421 0.00332792] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00824623 0.01789223 0.00358391] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00883524 0.01917025 0.00383991] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00942426 0.02044826 0.0040959 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01001327 0.02172628 0.00435189] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01060229 0.02300429 0.00460789] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01119131 0.02428231 0.00486388] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01178032 0.02556033 0.00511988] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01236934 0.02683834 0.00537587] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01295836 0.02811636 0.00563186] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01354737 0.02939438 0.00588786] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01413639 0.03067239 0.00614385] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0147254 0.03195041 0.00639985] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01531442 0.03322843 0.00665584] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01590344 0.03450644 0.00691183] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01649245 0.03578446 0.00716783] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01708147 0.03706247 0.00742382] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00066294 0.00134562 0.00021927] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00132587 0.00269124 0.00043854] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00198881 0.00403686 0.00065781] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00265174 0.00538248 0.00087709] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00331468 0.0067281 0.00109636] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00397761 0.00807372 0.00131563] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00464055 0.00941933 0.0015349 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00530348 0.01076495 0.00175417] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00596642 0.01211057 0.00197344] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00662935 0.01345619 0.00219272] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00729229 0.01480181 0.00241199] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00795522 0.01614743 0.00263126] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00861816 0.01749305 0.00285053] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00928109 0.01883867 0.0030698 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00994403 0.02018429 0.00328907] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01060697 0.02152991 0.00350835] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0112699 0.02287553 0.00372762] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01193284 0.02422115 0.00394689] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01259577 0.02556677 0.00416616] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01325871 0.02691239 0.00438543] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01392164 0.028258 0.0046047 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01458458 0.02960362 0.00482398] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01524751 0.03094924 0.00504325] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01591045 0.03229486 0.00526252] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01657338 0.03364048 0.00548179] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01723632 0.0349861 0.00570106] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01789925 0.03633172 0.00592033] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01856219 0.03767734 0.00613961] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01922513 0.03902296 0.00635888] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00064567 0.00133276 0.000234 ] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00129135 0.00266553 0.00046799] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00193702 0.00399829 0.00070199] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0025827 0.00533105 0.00093599] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00322837 0.00666382 0.00116998] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00387404 0.00799658 0.00140398] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00451972 0.00932934 0.00163797] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00516539 0.0106621 0.00187197] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00581107 0.01199487 0.00210597] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00645674 0.01332763 0.00233996] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00710242 0.01466039 0.00257396] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00774809 0.01599316 0.00280796] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00839376 0.01732592 0.00304195] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00903944 0.01865868 0.00327595] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00968511 0.01999145 0.00350995] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01033079 0.02132421 0.00374394] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01097646 0.02265697 0.00397794] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01162213 0.02398974 0.00421193] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01226781 0.0253225 0.00444593] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01291348 0.02665526 0.00467993] ==--\n",
"\n",
"\n",
" ==== Counter 12200 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01355916 0.02798803 0.00491392] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01420483 0.02932079 0.00514792] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01485051 0.03065355 0.00538192] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01549618 0.03198631 0.00561591] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01614185 0.03331908 0.00584991] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01678753 0.03465184 0.0060839 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0174332 0.0359846 0.0063179] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01807888 0.03731737 0.0065519 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01872455 0.03865013 0.00678589] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00069839 0.00138202 0.00019325] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00139678 0.00276403 0.00038649] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00209516 0.00414605 0.00057974] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00279355 0.00552807 0.00077298] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00349194 0.00691009 0.00096623] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00419033 0.0082921 0.00115947] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00488872 0.00967412 0.00135272] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0055871 0.01105614 0.00154596] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00628549 0.01243815 0.00173921] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00698388 0.01382017 0.00193245] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00768227 0.01520219 0.0021257 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00838066 0.0165842 0.00231894] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00907904 0.01796622 0.00251219] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00977743 0.01934824 0.00270543] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01047582 0.02073026 0.00289868] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01117421 0.02211227 0.00309192] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0118726 0.02349429 0.00328517] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01257098 0.02487631 0.00347842] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01326937 0.02625832 0.00367166] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01396776 0.02764034 0.00386491] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01466615 0.02902236 0.00405815] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01536453 0.03040437 0.0042514 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01606292 0.03178639 0.00444464] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01676131 0.03316841 0.00463789] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0174597 0.03455043 0.00483113] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01815809 0.03593244 0.00502438] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01885647 0.03731446 0.00521762] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01955486 0.03869648 0.00541087] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02025325 0.04007849 0.00560411] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00065284 0.00131967 0.0002187 ] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00130568 0.00263933 0.00043739] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00195851 0.003959 0.00065609] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00261135 0.00527867 0.00087479] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00326419 0.00659833 0.00109348] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00391703 0.007918 0.00131218] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00456987 0.00923767 0.00153088] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00522271 0.01055734 0.00174957] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00587554 0.011877 0.00196827] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00652838 0.01319667 0.00218696] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00718122 0.01451634 0.00240566] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00783406 0.015836 0.00262436] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0084869 0.01715567 0.00284305] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00913973 0.01847534 0.00306175] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00979257 0.019795 0.00328045] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01044541 0.02111467 0.00349914] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01109825 0.02243434 0.00371784] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01175109 0.02375401 0.00393654] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01240393 0.02507367 0.00415523] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01305676 0.02639334 0.00437393] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0137096 0.02771301 0.00459263] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01436244 0.02903267 0.00481132] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01501528 0.03035234 0.00503002] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01566812 0.03167201 0.00524872] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01632095 0.03299167 0.00546741] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01697379 0.03431134 0.00568611] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01762663 0.03563101 0.00590481] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01827947 0.03695067 0.0061235 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01893231 0.03827034 0.0063422 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0006775 0.00134401 0.00019867] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.001355 0.00268803 0.00039735] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0020325 0.00403204 0.00059602] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00271 0.00537605 0.0007947 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0033875 0.00672006 0.00099337] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.004065 0.00806408 0.00119205] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0047425 0.00940809 0.00139072] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00542 0.0107521 0.0015894] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0060975 0.01209612 0.00178807] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00677499 0.01344013 0.00198675] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00745249 0.01478414 0.00218542] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00812999 0.01612816 0.0023841 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00880749 0.01747217 0.00258277] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00948499 0.01881618 0.00278145] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01016249 0.02016019 0.00298012] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01083999 0.02150421 0.0031788 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01151749 0.02284822 0.00337747] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01219499 0.02419223 0.00357615] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01287249 0.02553625 0.00377482] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01354999 0.02688026 0.0039735 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01422749 0.02822427 0.00417217] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01490499 0.02956828 0.00437085] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01558249 0.0309123 0.00456952] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01625999 0.03225631 0.0047682 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01693749 0.03360032 0.00496687] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01761499 0.03494434 0.00516555] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01829249 0.03628835 0.00536422] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01896998 0.03763236 0.00556289] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01964748 0.03897638 0.00576157] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00062966 0.00125661 0.00017852] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00125931 0.00251322 0.00035705] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00188897 0.00376983 0.00053557] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00251862 0.00502644 0.0007141 ] ==--\n",
"\n",
"\n",
" ==== Counter 12300 ====\n",
"\n",
"\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00314828 0.00628305 0.00089262] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00377793 0.00753966 0.00107114] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00440759 0.00879627 0.00124967] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00503725 0.01005288 0.00142819] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0056669 0.01130949 0.00160672] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00629656 0.0125661 0.00178524] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00692621 0.01382271 0.00196376] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00755587 0.01507932 0.00214229] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00818552 0.01633593 0.00232081] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00881518 0.01759255 0.00249934] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00944483 0.01884916 0.00267786] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01007449 0.02010577 0.00285638] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01070415 0.02136238 0.00303491] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0113338 0.02261899 0.00321343] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01196346 0.0238756 0.00339196] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01259311 0.02513221 0.00357048] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01322277 0.02638882 0.003749 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01385242 0.02764543 0.00392753] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01448208 0.02890204 0.00410605] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01511174 0.03015865 0.00428458] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01574139 0.03141526 0.0044631 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01637105 0.03267187 0.00464162] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0170007 0.03392848 0.00482015] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01763036 0.03518509 0.00499867] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01826001 0.0364417 0.0051772 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00064764 0.00127628 0.00016329] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00129527 0.00255255 0.00032658] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00194291 0.00382883 0.00048988] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00259054 0.0051051 0.00065317] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00323818 0.00638138 0.00081646] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00388581 0.00765765 0.00097975] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00453345 0.00893393 0.00114304] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00518108 0.0102102 0.00130633] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00582872 0.01148648 0.00146963] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00647635 0.01276275 0.00163292] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00712399 0.01403903 0.00179621] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00777162 0.0153153 0.0019595 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00841926 0.01659158 0.00212279] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00906689 0.01786785 0.00228609] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00971453 0.01914413 0.00244938] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01036216 0.0204204 0.00261267] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0110098 0.02169668 0.00277596] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01165743 0.02297295 0.00293925] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01230507 0.02424923 0.00310254] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0129527 0.0255255 0.00326584] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01360034 0.02680178 0.00342913] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01424797 0.02807805 0.00359242] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01489561 0.02935433 0.00375571] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01554324 0.0306306 0.003919 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01619088 0.03190688 0.00408229] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01683851 0.03318315 0.00424559] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01748615 0.03445943 0.00440888] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01813379 0.0357357 0.00457217] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01878142 0.03701198 0.00473546] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00057895 0.00125952 0.00024167] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00115791 0.00251904 0.00048334] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00173686 0.00377856 0.00072501] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00231581 0.00503808 0.00096667] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00289477 0.0062976 0.00120834] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00347372 0.00755712 0.00145001] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00405267 0.00881664 0.00169168] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00463163 0.01007616 0.00193335] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00521058 0.01133568 0.00217502] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00578953 0.0125952 0.00241669] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00636849 0.01385472 0.00265836] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00694744 0.01511424 0.00290002] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00752639 0.01637376 0.00314169] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00810535 0.01763328 0.00338336] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0086843 0.01889281 0.00362503] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00926325 0.02015233 0.0038667 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00984221 0.02141185 0.00410837] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01042116 0.02267137 0.00435004] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01100011 0.02393089 0.0045917 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01157907 0.02519041 0.00483337] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01215802 0.02644993 0.00507504] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01273697 0.02770945 0.00531671] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01331593 0.02896897 0.00555838] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01389488 0.03022849 0.00580005] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01447383 0.03148801 0.00604172] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01505279 0.03274753 0.00628338] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01563174 0.03400705 0.00652505] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01621069 0.03526657 0.00676672] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01678965 0.03652609 0.00700839] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.55047887e-04 1.40518637e-03 7.53037618e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.0015101 0.00281037 0.00015061] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00226514 0.00421556 0.00022591] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00302019 0.00562075 0.00030122] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00377524 0.00702593 0.00037652] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00453029 0.00843112 0.00045182] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00528534 0.0098363 0.00052713] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00604038 0.01124149 0.00060243] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00679543 0.01264668 0.00067773] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00755048 0.01405186 0.00075304] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00830553 0.01545705 0.00082834] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00906057 0.01686224 0.00090365] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00981562 0.01826742 0.00097895] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01057067 0.01967261 0.00105425] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01132572 0.0210778 0.00112956] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01208077 0.02248298 0.00120486] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01283581 0.02388817 0.00128016] ==--\n",
"\n",
"\n",
" ==== Counter 12400 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01359086 0.02529335 0.00135547] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01434591 0.02669854 0.00143077] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01510096 0.02810373 0.00150608] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01585601 0.02950891 0.00158138] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01661105 0.0309141 0.00165668] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0173661 0.03231929 0.00173199] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01812115 0.03372447 0.00180729] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0188762 0.03512966 0.00188259] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01963125 0.03653485 0.0019579 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02038629 0.03794003 0.0020332 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02114134 0.03934522 0.00210851] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02189639 0.0407504 0.00218381] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00072198 0.00136025 0.00012833] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00144396 0.00272049 0.00025665] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00216594 0.00408074 0.00038498] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00288793 0.00544099 0.0005133 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00360991 0.00680123 0.00064163] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00433189 0.00816148 0.00076995] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00505387 0.00952173 0.00089828] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00577585 0.01088197 0.0010266 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00649783 0.01224222 0.00115493] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00721981 0.01360247 0.00128325] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00794179 0.01496271 0.00141158] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00866378 0.01632296 0.0015399 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00938576 0.01768321 0.00166823] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01010774 0.01904345 0.00179655] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01082972 0.0204037 0.00192488] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0115517 0.02176395 0.0020532 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01227368 0.02312419 0.00218153] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01299566 0.02448444 0.00230985] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01371765 0.02584469 0.00243818] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01443963 0.02720493 0.0025665 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01516161 0.02856518 0.00269483] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01588359 0.02992543 0.00282315] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01660557 0.03128567 0.00295148] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01732755 0.03264592 0.0030798 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01804953 0.03400616 0.00320813] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01877152 0.03536641 0.00333645] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0194935 0.03672666 0.00346478] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02021548 0.0380869 0.0035931 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02093746 0.03944715 0.00372143] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-8.05064596e-04 1.50659418e-03 7.32120908e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00161013 0.00301319 0.00014642] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00241519 0.00451978 0.00021964] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00322026 0.00602638 0.00029285] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00402532 0.00753297 0.00036606] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00483039 0.00903957 0.00043927] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00563545 0.01054616 0.00051248] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00644052 0.01205275 0.0005857 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00724558 0.01355935 0.00065891] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00805065 0.01506594 0.00073212] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00885571 0.01657254 0.00080533] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00966078 0.01807913 0.00087855] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01046584 0.01958572 0.00095176] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0112709 0.02109232 0.00102497] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01207597 0.02259891 0.00109818] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01288103 0.02410551 0.00117139] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0136861 0.0256121 0.00124461] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01449116 0.0271187 0.00131782] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01529623 0.02862529 0.00139103] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01610129 0.03013188 0.00146424] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01690636 0.03163848 0.00153745] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01771142 0.03314507 0.00161067] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01851649 0.03465167 0.00168388] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01932155 0.03615826 0.00175709] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02012661 0.03766485 0.0018303 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02093168 0.03917145 0.00190351] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02173674 0.04067804 0.00197673] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02254181 0.04218464 0.00204994] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02334687 0.04369123 0.00212315] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00062279 0.00130705 0.00023924] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00124558 0.00261411 0.00047847] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00186838 0.00392116 0.00071771] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00249117 0.00522821 0.00095694] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00311396 0.00653526 0.00119618] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00373675 0.00784232 0.00143541] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00435955 0.00914937 0.00167465] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00498234 0.01045642 0.00191388] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00560513 0.01176348 0.00215312] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00622792 0.01307053 0.00239235] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00685072 0.01437758 0.00263159] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00747351 0.01568463 0.00287082] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0080963 0.01699169 0.00311006] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00871909 0.01829874 0.00334929] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00934188 0.01960579 0.00358853] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00996468 0.02091285 0.00382776] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01058747 0.0222199 0.004067 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01121026 0.02352695 0.00430623] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01183305 0.02483401 0.00454547] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01245585 0.02614106 0.0047847 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01307864 0.02744811 0.00502394] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01370143 0.02875516 0.00526317] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01432422 0.03006222 0.00550241] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01494702 0.03136927 0.00574164] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01556981 0.03267632 0.00598088] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0161926 0.03398338 0.00622011] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01681539 0.03529043 0.00645935] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01743819 0.03659748 0.00669858] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01806098 0.03790453 0.00693782] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00063531 0.00131961 0.00023155] ==--\n",
"\n",
"\n",
" ==== Counter 12500 ====\n",
"\n",
"\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00127062 0.00263923 0.0004631 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00190592 0.00395884 0.00069466] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00254123 0.00527845 0.00092621] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00317654 0.00659806 0.00115776] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00381185 0.00791768 0.00138931] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00444716 0.00923729 0.00162087] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00508246 0.0105569 0.00185242] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00571777 0.01187652 0.00208397] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00635308 0.01319613 0.00231552] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00698839 0.01451574 0.00254708] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00762369 0.01583536 0.00277863] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.008259 0.01715497 0.00301018] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00889431 0.01847458 0.00324173] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00952962 0.01979419 0.00347328] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01016493 0.02111381 0.00370484] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01080023 0.02243342 0.00393639] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01143554 0.02375303 0.00416794] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01207085 0.02507265 0.00439949] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01270616 0.02639226 0.00463105] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01334147 0.02771187 0.0048626 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01397677 0.02903149 0.00509415] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01461208 0.0303511 0.0053257 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01524739 0.03167071 0.00555725] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0158827 0.03299032 0.00578881] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.016518 0.03430994 0.00602036] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01715331 0.03562955 0.00625191] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01778862 0.03694916 0.00648346] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01842393 0.03826878 0.00671502] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00057031 0.00124414 0.00023602] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00114062 0.00248827 0.00047203] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00171094 0.00373241 0.00070805] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00228125 0.00497655 0.00094406] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00285156 0.00622068 0.00118008] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00342187 0.00746482 0.00141609] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00399218 0.00870895 0.00165211] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00456249 0.00995309 0.00188812] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00513281 0.01119723 0.00212414] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00570312 0.01244136 0.00236015] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00627343 0.0136855 0.00259617] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00684374 0.01492964 0.00283218] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00741405 0.01617377 0.0030682 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00798437 0.01741791 0.00330421] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00855468 0.01866205 0.00354023] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00912499 0.01990618 0.00377624] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0096953 0.02115032 0.00401226] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01026561 0.02239445 0.00424827] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01083592 0.02363859 0.00448429] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01140624 0.02488273 0.0047203 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01197655 0.02612686 0.00495632] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01254686 0.027371 0.00519233] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01311717 0.02861514 0.00542835] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01368748 0.02985927 0.00566436] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0142578 0.03110341 0.00590038] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01482811 0.03234754 0.00613639] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01539842 0.03359168 0.00637241] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01596873 0.03483582 0.00660842] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01653904 0.03607995 0.00684444] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00058418 0.00122316 0.00020346] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00116837 0.00244631 0.00040692] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00175255 0.00366947 0.00061039] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00233673 0.00489263 0.00081385] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00292091 0.00611578 0.00101731] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0035051 0.00733894 0.00122077] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00408928 0.0085621 0.00142424] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00467346 0.00978525 0.0016277 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00525764 0.01100841 0.00183116] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00584183 0.01223157 0.00203462] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00642601 0.01345472 0.00223809] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00701019 0.01467788 0.00244155] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00759437 0.01590104 0.00264501] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00817856 0.01712419 0.00284847] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00876274 0.01834735 0.00305194] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00934692 0.01957051 0.0032554 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0099311 0.02079366 0.00345886] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01051529 0.02201682 0.00366232] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01109947 0.02323998 0.00386578] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01168365 0.02446313 0.00406925] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01226783 0.02568629 0.00427271] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01285202 0.02690945 0.00447617] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0134362 0.0281326 0.00467963] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01402038 0.02935576 0.0048831 ] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01460456 0.03057892 0.00508656] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01518875 0.03180207 0.00529002] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01577293 0.03302523 0.00549348] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01635711 0.03424839 0.00569695] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01694129 0.03547154 0.00590041] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00064897 0.00129749 0.00019618] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00129795 0.00259497 0.00039236] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00194692 0.00389246 0.00058855] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00259589 0.00518994 0.00078473] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00324487 0.00648743 0.00098091] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00389384 0.00778491 0.00117709] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00454281 0.0090824 0.00137327] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00519179 0.01037989 0.00156946] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00584076 0.01167737 0.00176564] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00648973 0.01297486 0.00196182] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0071387 0.01427234 0.002158 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00778768 0.01556983 0.00235419] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00843665 0.01686731 0.00255037] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00908562 0.0181648 0.00274655] ==--\n",
"\n",
"\n",
" ==== Counter 12600 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0097346 0.01946229 0.00294273] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01038357 0.02075977 0.00313891] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01103254 0.02205726 0.0033351 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01168152 0.02335474 0.00353128] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01233049 0.02465223 0.00372746] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01297946 0.02594971 0.00392364] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01362844 0.0272472 0.00411982] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01427741 0.02854469 0.00431601] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01492638 0.02984217 0.00451219] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01557536 0.03113966 0.00470837] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01622433 0.03243714 0.00490455] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0168733 0.03373463 0.00510073] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01752227 0.03503212 0.00529692] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01817125 0.0363296 0.0054931 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01882022 0.03762709 0.00568928] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00070949 0.00135965 0.0001476 ] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00141899 0.0027193 0.00029519] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00212848 0.00407895 0.00044279] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00283798 0.0054386 0.00059038] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00354747 0.00679826 0.00073798] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00425697 0.00815791 0.00088558] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00496646 0.00951756 0.00103317] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00567595 0.01087721 0.00118077] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00638545 0.01223686 0.00132836] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00709494 0.01359651 0.00147596] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00780444 0.01495616 0.00162356] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00851393 0.01631581 0.00177115] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00922343 0.01767546 0.00191875] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00993292 0.01903512 0.00206634] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01064241 0.02039477 0.00221394] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01135191 0.02175442 0.00236154] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0120614 0.02311407 0.00250913] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0127709 0.02447372 0.00265673] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01348039 0.02583337 0.00280432] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01418988 0.02719302 0.00295192] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01489938 0.02855267 0.00309952] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01560887 0.02991232 0.00324711] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01631837 0.03127197 0.00339471] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01702786 0.03263163 0.0035423 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01773736 0.03399128 0.0036899 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01844685 0.03535093 0.00383749] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01915634 0.03671058 0.00398509] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01986584 0.03807023 0.00413269] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02057533 0.03942988 0.00428028] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.98698895e-04 1.43247380e-03 1.51472630e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.59739779e-03 2.86494760e-03 3.02945260e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-2.39609669e-03 4.29742141e-03 4.54417889e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.19479558e-03 5.72989521e-03 6.05890519e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.99349448e-03 7.16236901e-03 7.57363149e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.79219337e-03 8.59484281e-03 9.08835779e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00559089 0.01002732 0.00010603] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00638959 0.01145979 0.00012118] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00718829 0.01289226 0.00013633] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00798699 0.01432474 0.00015147] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00878569 0.01575721 0.00016662] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00958439 0.01718969 0.00018177] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01038309 0.01862216 0.00019691] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01118178 0.02005463 0.00021206] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01198048 0.02148711 0.00022721] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01277918 0.02291958 0.00024236] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01357788 0.02435205 0.0002575 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01437658 0.02578453 0.00027265] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01517528 0.027217 0.0002878 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01597398 0.02864948 0.00030295] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01677268 0.03008195 0.00031809] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01757138 0.03151442 0.00033324] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01837007 0.0329469 0.00034839] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01916877 0.03437937 0.00036353] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01996747 0.03581185 0.00037868] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02076617 0.03724432 0.00039383] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02156487 0.03867679 0.00040898] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02236357 0.04010927 0.00042412] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02316227 0.04154174 0.00043927] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00075029 0.00146609 0.00021514] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00150059 0.00293218 0.00043029] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00225088 0.00439826 0.00064543] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00300117 0.00586435 0.00086057] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00375146 0.00733044 0.00107571] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00450176 0.00879653 0.00129086] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00525205 0.01026262 0.001506 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00600234 0.0117287 0.00172114] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00675264 0.01319479 0.00193629] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00750293 0.01466088 0.00215143] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00825322 0.01612697 0.00236657] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00900351 0.01759306 0.00258172] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00975381 0.01905914 0.00279686] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0105041 0.02052523 0.003012 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01125439 0.02199132 0.00322714] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01200469 0.02345741 0.00344229] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01275498 0.0249235 0.00365743] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01350527 0.02638959 0.00387257] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01425556 0.02785567 0.00408772] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01500586 0.02932176 0.00430286] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01575615 0.03078785 0.004518 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01650644 0.03225394 0.00473314] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01725673 0.03372003 0.00494829] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01800703 0.03518611 0.00516343] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01875732 0.0366522 0.00537857] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01950761 0.03811829 0.00559372] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02025791 0.03958438 0.00580886] ==--\n",
"\n",
"\n",
" ==== Counter 12700 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0210082 0.04105047 0.006024 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02175849 0.04251655 0.00623915] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00070866 0.00137527 0.00015991] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00141732 0.00275055 0.00031983] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00212598 0.00412582 0.00047974] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00283464 0.00550109 0.00063965] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0035433 0.00687637 0.00079956] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00425196 0.00825164 0.00095948] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00496062 0.00962691 0.00111939] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00566928 0.01100219 0.0012793 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00637794 0.01237746 0.00143921] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0070866 0.01375274 0.00159913] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00779526 0.01512801 0.00175904] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00850392 0.01650328 0.00191895] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00921258 0.01787856 0.00207887] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00992124 0.01925383 0.00223878] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0106299 0.0206291 0.00239869] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01133856 0.02200438 0.0025586 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01204721 0.02337965 0.00271852] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01275587 0.02475492 0.00287843] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01346453 0.0261302 0.00303834] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01417319 0.02750547 0.00319825] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01488185 0.02888074 0.00335817] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01559051 0.03025602 0.00351808] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01629917 0.03163129 0.00367799] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01700783 0.03300657 0.00383791] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01771649 0.03438184 0.00399782] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01842515 0.03575711 0.00415773] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01913381 0.03713239 0.00431764] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01984247 0.03850766 0.00447756] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02055113 0.03988293 0.00463747] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00072256 0.0014007 0.00016651] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00144512 0.0028014 0.00033301] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00216768 0.00420209 0.00049952] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00289024 0.00560279 0.00066603] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0036128 0.00700349 0.00083253] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00433536 0.00840419 0.00099904] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00505793 0.00980488 0.00116554] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00578049 0.01120558 0.00133205] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00650305 0.01260628 0.00149856] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00722561 0.01400698 0.00166506] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00794817 0.01540767 0.00183157] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00867073 0.01680837 0.00199808] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00939329 0.01820907 0.00216458] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01011585 0.01960977 0.00233109] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01083841 0.02101047 0.0024976 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01156097 0.02241116 0.0026641 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01228353 0.02381186 0.00283061] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01300609 0.02521256 0.00299711] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01372866 0.02661326 0.00316362] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01445122 0.02801395 0.00333013] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01517378 0.02941465 0.00349663] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01589634 0.03081535 0.00366314] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0166189 0.03221605 0.00382965] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01734146 0.03361674 0.00399615] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01806402 0.03501744 0.00416266] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01878658 0.03641814 0.00432917] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01950914 0.03781884 0.00449567] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0202317 0.03921954 0.00466218] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02095426 0.04062023 0.00482868] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00061734 0.00128136 0.00021601] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00123468 0.00256272 0.00043201] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00185202 0.00384407 0.00064802] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00246936 0.00512543 0.00086402] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0030867 0.00640679 0.00108003] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00370404 0.00768815 0.00129603] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00432138 0.00896951 0.00151204] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00493873 0.01025087 0.00172804] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00555607 0.01153222 0.00194405] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00617341 0.01281358 0.00216005] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00679075 0.01409494 0.00237606] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00740809 0.0153763 0.00259206] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00802543 0.01665766 0.00280807] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00864277 0.01793901 0.00302408] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00926011 0.01922037 0.00324008] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00987745 0.02050173 0.00345609] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01049479 0.02178309 0.00367209] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01111213 0.02306445 0.0038881 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01172947 0.02434581 0.0041041 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01234681 0.02562716 0.00432011] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01296415 0.02690852 0.00453611] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01358149 0.02818988 0.00475212] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01419883 0.02947124 0.00496812] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01481618 0.0307526 0.00518413] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01543352 0.03203395 0.00540014] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01605086 0.03331531 0.00561614] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0166682 0.03459667 0.00583215] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01728554 0.03587803 0.00604815] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01790288 0.03715939 0.00626416] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00068149 0.00132439 0.00016172] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00136299 0.00264878 0.00032344] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00204448 0.00397318 0.00048516] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00272598 0.00529757 0.00064688] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00340747 0.00662196 0.0008086 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00408897 0.00794635 0.00097032] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00477046 0.00927075 0.00113204] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00545195 0.01059514 0.00129377] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00613345 0.01191953 0.00145549] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00681494 0.01324392 0.00161721] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00749644 0.01456831 0.00177893] ==--\n",
"\n",
"\n",
" ==== Counter 12800 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00817793 0.01589271 0.00194065] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00885943 0.0172171 0.00210237] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00954092 0.01854149 0.00226409] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01022241 0.01986588 0.00242581] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01090391 0.02119028 0.00258753] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0115854 0.02251467 0.00274925] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0122669 0.02383906 0.00291097] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01294839 0.02516345 0.00307269] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01362989 0.02648785 0.00323441] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01431138 0.02781224 0.00339613] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01499287 0.02913663 0.00355786] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01567437 0.03046102 0.00371958] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01635586 0.03178541 0.0038813 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01703736 0.03310981 0.00404302] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01771885 0.0344342 0.00420474] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01840034 0.03575859 0.00436646] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01908184 0.03708298 0.00452818] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01976333 0.03840738 0.0046899 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00067991 0.00133975 0.00017243] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00135981 0.0026795 0.00034486] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00203972 0.00401924 0.0005173 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00271962 0.00535899 0.00068973] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00339953 0.00669874 0.00086216] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00407943 0.00803849 0.00103459] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00475934 0.00937824 0.00120702] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00543924 0.01071799 0.00137945] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00611915 0.01205773 0.00155189] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00679906 0.01339748 0.00172432] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00747896 0.01473723 0.00189675] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00815887 0.01607698 0.00206918] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00883877 0.01741673 0.00224161] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00951868 0.01875647 0.00241404] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01019858 0.02009622 0.00258648] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01087849 0.02143597 0.00275891] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01155839 0.02277572 0.00293134] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0122383 0.02411547 0.00310377] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01291821 0.02545521 0.0032762 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01359811 0.02679496 0.00344863] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01427802 0.02813471 0.00362107] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01495792 0.02947446 0.0037935 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01563783 0.03081421 0.00396593] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01631773 0.03215396 0.00413836] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01699764 0.0334937 0.00431079] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01767754 0.03483345 0.00448322] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01835745 0.0361732 0.00465566] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01903736 0.03751295 0.00482809] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01971726 0.0388527 0.00500052] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.58634839e-04 1.37786622e-03 3.94182075e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.51726968e-03 2.75573245e-03 7.88364150e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0022759 0.0041336 0.00011825] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00303454 0.00551146 0.00015767] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00379317 0.00688933 0.00019709] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00455181 0.0082672 0.00023651] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00531044 0.00964506 0.00027593] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00606908 0.01102293 0.00031535] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00682771 0.0124008 0.00035476] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00758635 0.01377866 0.00039418] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00834498 0.01515653 0.0004336 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00910362 0.01653439 0.00047302] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00986225 0.01791226 0.00051244] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01062089 0.01929013 0.00055185] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01137952 0.02066799 0.00059127] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01213816 0.02204586 0.00063069] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01289679 0.02342373 0.00067011] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01365543 0.02480159 0.00070953] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01441406 0.02617946 0.00074895] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0151727 0.02755732 0.00078836] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01593133 0.02893519 0.00082778] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01668997 0.03031306 0.0008672 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0174486 0.03169092 0.00090662] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01820724 0.03306879 0.00094604] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01896587 0.03444666 0.00098546] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01972451 0.03582452 0.00102487] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02048314 0.03720239 0.00106429] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02124178 0.03858025 0.00110371] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02200041 0.03995812 0.00114313] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00060053 0.00122882 0.00017484] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00120107 0.00245764 0.00034968] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0018016 0.00368646 0.00052452] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00240213 0.00491529 0.00069936] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00300266 0.00614411 0.0008742 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0036032 0.00737293 0.00104904] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00420373 0.00860175 0.00122388] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00480426 0.00983057 0.00139872] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00540479 0.01105939 0.00157356] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00600533 0.01228821 0.0017484 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00660586 0.01351704 0.00192324] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00720639 0.01474586 0.00209808] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00780692 0.01597468 0.00227292] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00840746 0.0172035 0.00244776] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00900799 0.01843232 0.0026226 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00960852 0.01966114 0.00279744] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01020905 0.02088997 0.00297228] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01080959 0.02211879 0.00314712] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01141012 0.02334761 0.00332196] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01201065 0.02457643 0.0034968 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01261118 0.02580525 0.00367164] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01321172 0.02703407 0.00384648] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01381225 0.02826289 0.00402132] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01441278 0.02949172 0.00419616] ==--\n",
"\n",
"\n",
" ==== Counter 12900 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01501331 0.03072054 0.004371 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01561385 0.03194936 0.00454584] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01621438 0.03317818 0.00472068] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01681491 0.034407 0.00489552] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01741544 0.03563582 0.00507036] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00057421 0.00121945 0.00019085] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00114842 0.00243891 0.00038171] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00172262 0.00365836 0.00057256] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00229683 0.00487781 0.00076341] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00287104 0.00609727 0.00095426] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00344525 0.00731672 0.00114512] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00401946 0.00853617 0.00133597] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00459367 0.00975562 0.00152682] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00516787 0.01097508 0.00171768] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00574208 0.01219453 0.00190853] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00631629 0.01341398 0.00209938] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0068905 0.01463344 0.00229023] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00746471 0.01585289 0.00248109] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00803891 0.01707234 0.00267194] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00861312 0.0182918 0.00286279] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00918733 0.01951125 0.00305365] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00976154 0.0207307 0.0032445 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01033575 0.02195015 0.00343535] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01090996 0.02316961 0.0036262 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01148416 0.02438906 0.00381706] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01205837 0.02560851 0.00400791] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01263258 0.02682797 0.00419876] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01320679 0.02804742 0.00438962] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.013781 0.02926687 0.00458047] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01435521 0.03048633 0.00477132] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01492941 0.03170578 0.00496218] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01550362 0.03292523 0.00515303] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01607783 0.03414469 0.00534388] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01665204 0.03536414 0.00553473] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00070668 0.00136145 0.00016234] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00141336 0.0027229 0.00032467] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00212005 0.00408435 0.00048701] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00282673 0.0054458 0.00064934] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00353341 0.00680725 0.00081168] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00424009 0.0081687 0.00097401] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00494677 0.00953015 0.00113635] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00565346 0.0108916 0.00129869] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00636014 0.01225305 0.00146102] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00706682 0.0136145 0.00162336] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0077735 0.01497596 0.00178569] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00848018 0.01633741 0.00194803] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00918687 0.01769886 0.00211036] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00989355 0.01906031 0.0022727 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01060023 0.02042176 0.00243504] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01130691 0.02178321 0.00259737] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01201359 0.02314466 0.00275971] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01272028 0.02450611 0.00292204] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01342696 0.02586756 0.00308438] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01413364 0.02722901 0.00324671] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01484032 0.02859046 0.00340905] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.015547 0.02995191 0.00357139] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01625369 0.03131336 0.00373372] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01696037 0.03267481 0.00389606] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01766705 0.03403626 0.00405839] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01837373 0.03539771 0.00422073] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01908041 0.03675916 0.00438306] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0197871 0.03812061 0.0045454 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02049378 0.03948206 0.00470774] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-7.36941741e-04 1.36929149e-03 8.81041739e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00147388 0.00273858 0.00017621] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00221083 0.00410787 0.00026431] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00294777 0.00547717 0.00035242] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00368471 0.00684646 0.00044052] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00442165 0.00821575 0.00052863] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00515859 0.00958504 0.00061673] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00589553 0.01095433 0.00070483] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00663248 0.01232362 0.00079294] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00736942 0.01369291 0.00088104] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00810636 0.01506221 0.00096915] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0088433 0.0164315 0.00105725] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00958024 0.01780079 0.00114535] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01031718 0.01917008 0.00123346] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01105413 0.02053937 0.00132156] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01179107 0.02190866 0.00140967] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01252801 0.02327796 0.00149777] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01326495 0.02464725 0.00158588] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01400189 0.02601654 0.00167398] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01473883 0.02738583 0.00176208] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01547578 0.02875512 0.00185019] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01621272 0.03012441 0.00193829] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01694966 0.0314937 0.0020264 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0176866 0.032863 0.0021145] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01842354 0.03423229 0.0022026 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01916049 0.03560158 0.00229071] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01989743 0.03697087 0.00237881] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02063437 0.03834016 0.00246692] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02137131 0.03970945 0.00255502] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00065974 0.00129141 0.00016234] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00131947 0.00258283 0.00032467] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00197921 0.00387424 0.00048701] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00263894 0.00516566 0.00064935] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00329868 0.00645707 0.00081168] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00395842 0.00774849 0.00097402] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00461815 0.0090399 0.00113635] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00527789 0.01033132 0.00129869] ==--\n",
"\n",
"\n",
" ==== Counter 13000 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00593762 0.01162273 0.00146103] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00659736 0.01291415 0.00162336] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0072571 0.01420556 0.0017857 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00791683 0.01549698 0.00194804] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00857657 0.01678839 0.00211037] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00923631 0.01807981 0.00227271] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00989604 0.01937122 0.00243504] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01055578 0.02066264 0.00259738] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01121551 0.02195405 0.00275972] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01187525 0.02324547 0.00292205] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01253499 0.02453688 0.00308439] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01319472 0.0258283 0.00324673] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01385446 0.02711971 0.00340906] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01451419 0.02841113 0.0035714 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01517393 0.02970254 0.00373374] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01583367 0.03099396 0.00389607] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0164934 0.03228537 0.00405841] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01715314 0.03357679 0.00422074] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01781287 0.0348682 0.00438308] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01847261 0.03615962 0.00454542] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01913235 0.03745103 0.00470775] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0008433 0.00144661 -0.00013566] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00168659 0.00289323 -0.00027132] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00252989 0.00433984 -0.00040698] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00337319 0.00578646 -0.00054264] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00421648 0.00723307 -0.0006783 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00505978 0.00867969 -0.00081396] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00590308 0.0101263 -0.00094962] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00674638 0.01157292 -0.00108528] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00758967 0.01301953 -0.00122094] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00843297 0.01446614 -0.0013566 ] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00927627 0.01591276 -0.00149226] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01011956 0.01735937 -0.00162792] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01096286 0.01880599 -0.00176358] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01180616 0.0202526 -0.00189924] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01264945 0.02169922 -0.0020349 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01349275 0.02314583 -0.00217056] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01433605 0.02459245 -0.00230622] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01517935 0.02603906 -0.00244188] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01602264 0.02748567 -0.00257754] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01686594 0.02893229 -0.0027132 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01770924 0.0303789 -0.00284886] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01855253 0.03182552 -0.00298452] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01939583 0.03327213 -0.00312018] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02023913 0.03471875 -0.00325584] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02108242 0.03616536 -0.0033915 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02192572 0.03761198 -0.00352716] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02276902 0.03905859 -0.00366282] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02361232 0.04050521 -0.00379848] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02445561 0.04195182 -0.00393414] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00073429 0.00138527 0.00012298] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00146858 0.00277054 0.00024595] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00220286 0.00415582 0.00036893] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00293715 0.00554109 0.0004919 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00367144 0.00692636 0.00061488] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00440573 0.00831163 0.00073785] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00514002 0.0096969 0.00086083] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0058743 0.01108217 0.0009838 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00660859 0.01246745 0.00110678] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00734288 0.01385272 0.00122976] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00807717 0.01523799 0.00135273] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00881145 0.01662326 0.00147571] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00954574 0.01800853 0.00159868] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01028003 0.01939381 0.00172166] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01101432 0.02077908 0.00184463] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01174861 0.02216435 0.00196761] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01248289 0.02354962 0.00209059] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01321718 0.02493489 0.00221356] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01395147 0.02632016 0.00233654] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01468576 0.02770544 0.00245951] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01542005 0.02909071 0.00258249] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01615433 0.03047598 0.00270546] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01688862 0.03186125 0.00282844] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01762291 0.03324652 0.00295141] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0183572 0.0346318 0.00307439] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01909149 0.03601707 0.00319737] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01982577 0.03740234 0.00332034] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02056006 0.03878761 0.00344332] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02129435 0.04017288 0.00356629] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.73438011e-04 1.39925768e-03 2.90782696e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.54687602e-03 2.79851536e-03 5.81565392e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-2.32031403e-03 4.19777304e-03 8.72348088e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00309375 0.00559703 0.00011631] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00386719 0.00699629 0.00014539] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00464063 0.00839555 0.00017447] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00541407 0.0097948 0.00020355] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0061875 0.01119406 0.00023263] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00696094 0.01259332 0.0002617 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00773438 0.01399258 0.00029078] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00850782 0.01539183 0.00031986] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00928126 0.01679109 0.00034894] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01005469 0.01819035 0.00037802] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01082813 0.01958961 0.0004071 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01160157 0.02098887 0.00043617] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01237501 0.02238812 0.00046525] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01314845 0.02378738 0.00049433] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01392188 0.02518664 0.00052341] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01469532 0.0265859 0.00055249] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01546876 0.02798515 0.00058157] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0162422 0.02938441 0.00061064] ==--\n",
"\n",
"\n",
" ==== Counter 13100 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01701564 0.03078367 0.00063972] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01778907 0.03218293 0.0006688 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01856251 0.03358218 0.00069788] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01933595 0.03498144 0.00072696] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02010939 0.0363807 0.00075604] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02088283 0.03777996 0.00078511] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02165626 0.03917922 0.00081419] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0224297 0.04057847 0.00084327] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.71095093e-04 1.40577441e-03 1.29777324e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.54219019e-03 2.81154883e-03 2.59554649e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-2.31328528e-03 4.21732324e-03 3.89331973e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.08438037e-03 5.62309765e-03 5.19109297e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.85547547e-03 7.02887206e-03 6.48886621e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.62657056e-03 8.43464648e-03 7.78663946e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.39766565e-03 9.84042089e-03 9.08441270e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00616876 0.0112462 0.00010382] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00693986 0.01265197 0.0001168 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00771095 0.01405774 0.00012978] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00848205 0.01546352 0.00014276] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00925314 0.01686929 0.00015573] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01002424 0.01827507 0.00016871] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01079533 0.01968084 0.00018169] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01156643 0.02108662 0.00019467] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01233752 0.02249239 0.00020764] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01310862 0.02389817 0.00022062] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01387971 0.02530394 0.0002336 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01465081 0.02670971 0.00024658] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0154219 0.02811549 0.00025955] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.016193 0.02952126 0.00027253] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01696409 0.03092704 0.00028551] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01773519 0.03233281 0.00029849] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01850628 0.03373859 0.00031147] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01927738 0.03514436 0.00032444] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02004847 0.03655013 0.00033742] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02081957 0.03795591 0.0003504 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02159066 0.03936168 0.00036338] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02236176 0.04076746 0.00037635] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-8.15635698e-04 1.43927877e-03 -4.24498893e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.63127140e-03 2.87855753e-03 -8.48997786e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00244691 0.00431784 -0.00012735] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00326254 0.00575712 -0.0001698 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00407818 0.00719639 -0.00021225] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00489381 0.00863567 -0.0002547 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00570945 0.01007495 -0.00029715] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00652509 0.01151423 -0.0003396 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00734072 0.01295351 -0.00038205] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00815636 0.01439279 -0.0004245 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00897199 0.01583207 -0.00046695] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00978763 0.01727135 -0.0005094 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01060326 0.01871062 -0.00055185] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0114189 0.0201499 -0.0005943] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01223454 0.02158918 -0.00063675] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01305017 0.02302846 -0.0006792 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01386581 0.02446774 -0.00072165] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01468144 0.02590702 -0.0007641 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01549708 0.0273463 -0.00080655] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01631271 0.02878558 -0.000849 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01712835 0.03022485 -0.00089145] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01794399 0.03166413 -0.0009339 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01875962 0.03310341 -0.00097635] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01957526 0.03454269 -0.0010188 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02039089 0.03598197 -0.00106125] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02120653 0.03742125 -0.0011037 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02202216 0.03886053 -0.00114615] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0228378 0.04029981 -0.0011886 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02365344 0.04173908 -0.00123105] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00065644 0.00133014 0.00020592] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00131289 0.00266029 0.00041185] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00196933 0.00399043 0.00061777] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00262577 0.00532057 0.00082369] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00328222 0.00665071 0.00102962] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00393866 0.00798086 0.00123554] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0045951 0.009311 0.00144146] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00525155 0.01064114 0.00164738] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00590799 0.01197129 0.00185331] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00656443 0.01330143 0.00205923] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00722087 0.01463157 0.00226515] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00787732 0.01596171 0.00247108] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00853376 0.01729186 0.002677 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0091902 0.018622 0.00288292] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00984665 0.01995214 0.00308885] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01050309 0.02128229 0.00329477] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01115953 0.02261243 0.00350069] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01181598 0.02394257 0.00370661] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01247242 0.02527271 0.00391254] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01312886 0.02660286 0.00411846] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01378531 0.027933 0.00432438] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01444175 0.02926314 0.00453031] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01509819 0.03059329 0.00473623] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01575464 0.03192343 0.00494215] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01641108 0.03325357 0.00514808] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01706752 0.03458371 0.005354 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01772397 0.03591386 0.00555992] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01838041 0.037244 0.00576584] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01903685 0.03857414 0.00597177] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00065917 0.00131829 0.00018975] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00131835 0.00263659 0.00037951] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00197752 0.00395488 0.00056926] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00263669 0.00527317 0.00075902] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00329586 0.00659147 0.00094877] ==--\n",
"\n",
"\n",
" ==== Counter 13200 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00395504 0.00790976 0.00113853] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00461421 0.00922805 0.00132828] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00527338 0.01054634 0.00151803] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00593255 0.01186464 0.00170779] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00659173 0.01318293 0.00189754] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0072509 0.01450122 0.0020873 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00791007 0.01581952 0.00227705] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00856925 0.01713781 0.00246681] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00922842 0.0184561 0.00265656] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00988759 0.0197744 0.00284631] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01054676 0.02109269 0.00303607] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01120594 0.02241098 0.00322582] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01186511 0.02372928 0.00341558] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01252428 0.02504757 0.00360533] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01318345 0.02636586 0.00379509] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01384263 0.02768416 0.00398484] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0145018 0.02900245 0.00417459] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01516097 0.03032074 0.00436435] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01582014 0.03163903 0.0045541 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01647932 0.03295733 0.00474386] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01713849 0.03427562 0.00493361] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01779766 0.03559391 0.00512337] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01845684 0.03691221 0.00531312] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01911601 0.0382305 0.00550287] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00063988 0.00130587 0.00022006] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00127976 0.00261174 0.00044013] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00191964 0.00391761 0.00066019] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00255952 0.00522347 0.00088026] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0031994 0.00652934 0.00110032] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00383929 0.00783521 0.00132039] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00447917 0.00914108 0.00154045] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00511905 0.01044695 0.00176052] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00575893 0.01175282 0.00198058] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00639881 0.01305869 0.00220065] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00703869 0.01436456 0.00242071] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00767857 0.01567042 0.00264078] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00831845 0.01697629 0.00286084] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00895833 0.01828216 0.00308091] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00959821 0.01958803 0.00330097] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0102381 0.0208939 0.00352104] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01087798 0.02219977 0.0037411 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01151786 0.02350564 0.00396117] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01215774 0.02481151 0.00418123] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01279762 0.02611737 0.0044013 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0134375 0.02742324 0.00462136] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01407738 0.02872911 0.00484143] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01471726 0.03003498 0.00506149] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01535714 0.03134085 0.00528156] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01599702 0.03264672 0.00550162] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01663691 0.03395259 0.00572169] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01727679 0.03525846 0.00594175] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01791667 0.03656432 0.00616182] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01855655 0.03787019 0.00638188] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00061446 0.00127771 0.0002142 ] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00122891 0.00255541 0.00042841] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00184337 0.00383312 0.00064261] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00245782 0.00511082 0.00085681] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00307228 0.00638853 0.00107101] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00368673 0.00766623 0.00128522] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00430119 0.00894394 0.00149942] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00491564 0.01022165 0.00171362] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0055301 0.01149935 0.00192783] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00614455 0.01277706 0.00214203] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00675901 0.01405476 0.00235623] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00737346 0.01533247 0.00257043] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00798792 0.01661017 0.00278464] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00860237 0.01788788 0.00299884] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00921683 0.01916559 0.00321304] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00983128 0.02044329 0.00342725] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01044574 0.021721 0.00364145] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01106019 0.0229987 0.00385565] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01167465 0.02427641 0.00406985] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01228911 0.02555411 0.00428406] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01290356 0.02683182 0.00449826] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01351802 0.02810953 0.00471246] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01413247 0.02938723 0.00492667] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01474693 0.03066494 0.00514087] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01536138 0.03194264 0.00535507] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01597584 0.03322035 0.00556927] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01659029 0.03449806 0.00578348] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01720475 0.03577576 0.00599768] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0178192 0.03705347 0.00621188] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00062805 0.00125351 0.00018584] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00125611 0.00250701 0.00037168] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00188416 0.00376052 0.00055752] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00251222 0.00501402 0.00074337] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00314027 0.00626753 0.00092921] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00376833 0.00752103 0.00111505] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00439638 0.00877454 0.00130089] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00502444 0.01002805 0.00148673] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00565249 0.01128155 0.00167257] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00628055 0.01253506 0.00185841] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0069086 0.01378856 0.00204425] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00753666 0.01504207 0.0022301 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00816471 0.01629558 0.00241594] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00879277 0.01754908 0.00260178] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00942082 0.01880259 0.00278762] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01004887 0.02005609 0.00297346] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01067693 0.0213096 0.0031593 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01130498 0.0225631 0.00334514] ==--\n",
"\n",
"\n",
" ==== Counter 13300 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01193304 0.02381661 0.00353098] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01256109 0.02507012 0.00371683] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01318915 0.02632362 0.00390267] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0138172 0.02757713 0.00408851] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01444526 0.02883063 0.00427435] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01507331 0.03008414 0.00446019] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01570137 0.03133764 0.00464603] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01632942 0.03259115 0.00483187] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01695748 0.03384466 0.00501771] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01758553 0.03509816 0.00520356] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01821359 0.03635167 0.0053894 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.61869400e-04 1.37440632e-03 -2.22896421e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.52373880e-03 2.74881263e-03 -4.45792841e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-2.28560820e-03 4.12321895e-03 -6.68689262e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.04747760e-03 5.49762527e-03 -8.91585683e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00380935 0.00687203 -0.00011145] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00457122 0.00824644 -0.00013374] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00533309 0.00962084 -0.00015603] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00609496 0.01099525 -0.00017832] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00685682 0.01236966 -0.00020061] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00761869 0.01374406 -0.0002229 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00838056 0.01511847 -0.00024519] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00914243 0.01649288 -0.00026748] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0099043 0.01786728 -0.00028977] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01066617 0.01924169 -0.00031205] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01142804 0.02061609 -0.00033434] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01218991 0.0219905 -0.00035663] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01295178 0.02336491 -0.00037892] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01371365 0.02473931 -0.00040121] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01447552 0.02611372 -0.0004235 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01523739 0.02748813 -0.00044579] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01599926 0.02886253 -0.00046808] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01676113 0.03023694 -0.00049037] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.017523 0.03161135 -0.00051266] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01828487 0.03298575 -0.00053495] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01904673 0.03436016 -0.00055724] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0198086 0.03573456 -0.00057953] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02057047 0.03710897 -0.00060182] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02133234 0.03848338 -0.00062411] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02209421 0.03985778 -0.0006464 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00062407 0.00127659 0.00020612] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00124815 0.00255319 0.00041224] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00187222 0.00382978 0.00061836] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0024963 0.00510637 0.00082447] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00312037 0.00638297 0.00103059] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00374445 0.00765956 0.00123671] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00436852 0.00893615 0.00144283] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00499259 0.01021275 0.00164895] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00561667 0.01148934 0.00185507] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00624074 0.01276593 0.00206119] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00686482 0.01404253 0.0022673 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00748889 0.01531912 0.00247342] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00811296 0.01659571 0.00267954] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00873704 0.01787231 0.00288566] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00936111 0.0191489 0.00309178] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00998519 0.02042549 0.0032979 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01060926 0.02170208 0.00350402] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01123334 0.02297868 0.00371013] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01185741 0.02425527 0.00391625] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01248148 0.02553186 0.00412237] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01310556 0.02680846 0.00432849] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01372963 0.02808505 0.00453461] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01435371 0.02936164 0.00474073] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01497778 0.03063824 0.00494684] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01560185 0.03191483 0.00515296] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01622593 0.03319142 0.00535908] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01685 0.03446802 0.0055652 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01747408 0.03574461 0.00577132] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01809815 0.0370212 0.00597744] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00064254 0.00129488 0.00019553] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00128508 0.00258976 0.00039106] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00192762 0.00388464 0.00058658] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00257015 0.00517952 0.00078211] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00321269 0.0064744 0.00097764] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00385523 0.00776928 0.00117317] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00449777 0.00906416 0.0013687 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00514031 0.01035904 0.00156422] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00578285 0.01165392 0.00175975] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00642538 0.0129488 0.00195528] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00706792 0.01424368 0.00215081] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00771046 0.01553856 0.00234634] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.008353 0.01683344 0.00254186] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00899554 0.01812832 0.00273739] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00963808 0.0194232 0.00293292] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01028061 0.02071808 0.00312845] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01092315 0.02201296 0.00332398] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01156569 0.02330784 0.00351951] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01220823 0.02460272 0.00371503] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01285077 0.0258976 0.00391056] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01349331 0.02719248 0.00410609] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01413584 0.02848737 0.00430162] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01477838 0.02978225 0.00449715] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01542092 0.03107713 0.00469267] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01606346 0.03237201 0.0048882 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.016706 0.03366689 0.00508373] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01734854 0.03496177 0.00527926] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01799107 0.03625665 0.00547479] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01863361 0.03755153 0.00567031] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.00972288e-04 1.32377459e-03 9.61387363e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00140194 0.00264755 0.00019228] ==--\n",
"\n",
"\n",
" ==== Counter 13400 ====\n",
"\n",
"\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00210292 0.00397132 0.00028842] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00280389 0.0052951 0.00038455] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00350486 0.00661887 0.00048069] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00420583 0.00794265 0.00057683] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00490681 0.00926642 0.00067297] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00560778 0.0105902 0.00076911] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00630875 0.01191397 0.00086525] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00700972 0.01323775 0.00096139] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0077107 0.01456152 0.00105753] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00841167 0.0158853 0.00115366] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00911264 0.01720907 0.0012498 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00981361 0.01853284 0.00134594] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01051458 0.01985662 0.00144208] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01121556 0.02118039 0.00153822] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01191653 0.02250417 0.00163436] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0126175 0.02382794 0.0017305 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01331847 0.02515172 0.00182664] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01401945 0.02647549 0.00192277] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01472042 0.02779927 0.00201891] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01542139 0.02912304 0.00211505] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01612236 0.03044682 0.00221119] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01682333 0.03177059 0.00230733] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01752431 0.03309436 0.00240347] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01822528 0.03441814 0.00249961] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01892625 0.03574191 0.00259575] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01962722 0.03706569 0.00269188] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0203282 0.03838946 0.00278802] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00078187 0.00135807 -0.00012469] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00156373 0.00271615 -0.00024938] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0023456 0.00407422 -0.00037407] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00312747 0.0054323 -0.00049876] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00390933 0.00679037 -0.00062345] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0046912 0.00814845 -0.00074814] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00547307 0.00950652 -0.00087283] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00625494 0.0108646 -0.00099752] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0070368 0.01222267 -0.00112221] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00781867 0.01358075 -0.0012469 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00860054 0.01493882 -0.00137159] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0093824 0.0162969 -0.00149628] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01016427 0.01765497 -0.00162097] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01094614 0.01901305 -0.00174566] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.011728 0.02037112 -0.00187035] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01250987 0.0217292 -0.00199504] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01329174 0.02308727 -0.00211973] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01407361 0.02444535 -0.00224442] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01485547 0.02580342 -0.00236911] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01563734 0.02716149 -0.0024938 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01641921 0.02851957 -0.00261849] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01720107 0.02987764 -0.00274318] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01798294 0.03123572 -0.00286787] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01876481 0.03259379 -0.00299256] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01954667 0.03395187 -0.00311725] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02032854 0.03530994 -0.00324194] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02111041 0.03666802 -0.00336663] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02189228 0.03802609 -0.00349132] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02267414 0.03938417 -0.00361601] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00108984 0.00190001 -0.00022618] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00217968 0.00380001 -0.00045235] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00326952 0.00570002 -0.00067853] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00435936 0.00760003 -0.0009047 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00544921 0.00950003 -0.00113088] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00653905 0.01140004 -0.00135705] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00762889 0.01330005 -0.00158323] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00871873 0.01520005 -0.0018094 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00980857 0.01710006 -0.00203558] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01089841 0.01900007 -0.00226175] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01198825 0.02090007 -0.00248793] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01307809 0.02280008 -0.0027141 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01416793 0.02470009 -0.00294028] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01525778 0.02660009 -0.00316645] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01634762 0.0285001 -0.00339263] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01743746 0.0304001 -0.0036188 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0185273 0.03230011 -0.00384498] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01961714 0.03420012 -0.00407115] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02070698 0.03610012 -0.00429733] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02179682 0.03800013 -0.0045235 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02288666 0.03990014 -0.00474968] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0239765 0.04180014 -0.00497585] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02506635 0.04370015 -0.00520203] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02615619 0.04560016 -0.0054282 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02724603 0.04750016 -0.00565438] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02833587 0.04940017 -0.00588055] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02942571 0.05130018 -0.00610673] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.03051555 0.05320018 -0.0063329 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03160539 0.05510019 -0.00655908] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00106936 0.00190357 -0.00026251] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00213872 0.00380714 -0.00052501] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00320809 0.00571071 -0.00078752] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00427745 0.00761428 -0.00105003] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00534681 0.00951784 -0.00131254] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00641617 0.01142141 -0.00157504] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00748554 0.01332498 -0.00183755] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0085549 0.01522855 -0.00210006] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00962426 0.01713212 -0.00236256] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01069362 0.01903569 -0.00262507] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01176298 0.02093926 -0.00288758] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01283235 0.02284283 -0.00315008] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01390171 0.02474639 -0.00341259] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01497107 0.02664996 -0.0036751 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01604043 0.02855353 -0.00393761] ==--\n",
"\n",
"\n",
" ==== Counter 13500 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0171098 0.0304571 -0.00420011] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01817916 0.03236067 -0.00446262] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01924852 0.03426424 -0.00472513] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02031788 0.03616781 -0.00498763] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02138724 0.03807138 -0.00525014] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02245661 0.03997495 -0.00551265] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02352597 0.04187851 -0.00577516] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02459533 0.04378208 -0.00603766] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02566469 0.04568565 -0.00630017] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02673406 0.04758922 -0.00656268] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02780342 0.04949279 -0.00682518] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02887278 0.05139636 -0.00708769] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02994214 0.05329993 -0.0073502 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0310115 0.0552035 -0.00761271] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-9.25458412e-04 1.69433438e-03 1.35412275e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.85091682e-03 3.38866877e-03 2.70824549e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.77637524e-03 5.08300315e-03 4.06236824e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.70183365e-03 6.77733754e-03 5.41649099e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-4.62729206e-03 8.47167192e-03 6.77061374e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-5.55275047e-03 1.01660063e-02 8.12473648e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-6.47820888e-03 1.18603407e-02 9.47885923e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00740367 0.01355468 0.00010833] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00832913 0.01524901 0.00012187] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00925458 0.01694334 0.00013541] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01018004 0.01863768 0.00014895] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0111055 0.02033201 0.00016249] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01203096 0.02202635 0.00017604] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01295642 0.02372068 0.00018958] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01388188 0.02541502 0.00020312] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01480733 0.02710935 0.00021666] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01573279 0.02880368 0.0002302 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01665825 0.03049802 0.00024374] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01758371 0.03219235 0.00025728] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01850917 0.03388669 0.00027082] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01943463 0.03558102 0.00028437] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02036009 0.03727536 0.00029791] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02128554 0.03896969 0.00031145] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.022211 0.04066403 0.00032499] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02313646 0.04235836 0.00033853] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02406192 0.04405269 0.00035207] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02498738 0.04574703 0.00036561] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02591284 0.04744136 0.00037915] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02683829 0.0491357 0.0003927 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-9.40183637e-04 1.68259945e-03 -2.00495952e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.88036727e-03 3.36519890e-03 -4.00991904e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-2.82055091e-03 5.04779835e-03 -6.01487857e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-3.76073455e-03 6.73039780e-03 -8.01983809e-05] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00470092 0.008413 -0.00010025] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0056411 0.0100956 -0.0001203] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00658129 0.0117782 -0.00014035] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00752147 0.0134608 -0.0001604 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00846165 0.0151434 -0.00018045] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00940184 0.01682599 -0.0002005 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01034202 0.01850859 -0.00022055] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0112822 0.02019119 -0.0002406 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01222239 0.02187379 -0.00026064] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01316257 0.02355639 -0.00028069] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01410275 0.02523899 -0.00030074] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01504294 0.02692159 -0.00032079] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01598312 0.02860419 -0.00034084] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01692331 0.03028679 -0.00036089] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01786349 0.03196939 -0.00038094] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01880367 0.03365199 -0.00040099] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01974386 0.03533459 -0.00042104] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02068404 0.03701719 -0.00044109] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02162422 0.03869979 -0.00046114] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02256441 0.04038239 -0.00048119] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02350459 0.04206499 -0.00050124] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02444477 0.04374759 -0.00052129] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02538496 0.04543019 -0.00054134] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02632514 0.04711278 -0.00056139] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02726533 0.04879538 -0.00058144] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00099098 0.00168543 -0.00025144] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00198196 0.00337086 -0.00050288] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00297294 0.00505629 -0.00075432] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00396392 0.00674172 -0.00100577] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0049549 0.00842716 -0.00125721] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00594588 0.01011259 -0.00150865] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00693686 0.01179802 -0.00176009] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00792784 0.01348345 -0.00201153] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00891882 0.01516888 -0.00226297] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00990981 0.01685431 -0.00251441] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01090079 0.01853974 -0.00276586] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01189177 0.02022517 -0.0030173 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01288275 0.02191061 -0.00326874] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01387373 0.02359604 -0.00352018] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01486471 0.02528147 -0.00377162] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01585569 0.0269669 -0.00402306] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01684667 0.02865233 -0.0042745 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01783765 0.03033776 -0.00452595] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01882863 0.03202319 -0.00477739] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01981961 0.03370862 -0.00502883] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02081059 0.03539406 -0.00528027] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02180157 0.03707949 -0.00553171] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02279255 0.03876492 -0.00578315] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02378353 0.04045035 -0.00603459] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02477451 0.04213578 -0.00628604] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02576549 0.04382121 -0.00653748] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02675647 0.04550664 -0.00678892] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02774745 0.04719207 -0.00704036] ==--\n",
"\n",
"\n",
" ==== Counter 13600 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02873843 0.0488775 -0.0072918 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00102622 0.00172441 -0.00044833] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00205244 0.00344883 -0.00089666] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00307867 0.00517324 -0.00134499] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00410489 0.00689766 -0.00179331] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00513111 0.00862207 -0.00224164] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00615733 0.01034649 -0.00268997] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00718355 0.0120709 -0.0031383 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00820978 0.01379532 -0.00358663] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.009236 0.01551973 -0.00403496] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01026222 0.01724415 -0.00448329] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01128844 0.01896856 -0.00493161] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01231466 0.02069298 -0.00537994] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01334089 0.02241739 -0.00582827] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01436711 0.02414181 -0.0062766 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01539333 0.02586622 -0.00672493] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01641955 0.02759064 -0.00717326] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01744577 0.02931505 -0.00762159] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.018472 0.03103946 -0.00806992] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01949822 0.03276388 -0.00851824] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02052444 0.03448829 -0.00896657] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02155066 0.03621271 -0.0094149 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02257688 0.03793712 -0.00986323] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02360311 0.03966154 -0.01031156] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02462933 0.04138595 -0.01075989] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02565555 0.04311037 -0.01120822] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02668177 0.04483478 -0.01165654] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02770799 0.0465592 -0.01210487] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02873422 0.04828361 -0.0125532 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02976044 0.05000803 -0.01300153] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00100525 0.00179852 -0.00019442] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0020105 0.00359704 -0.00038885] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00301575 0.00539556 -0.00058327] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00402099 0.00719408 -0.00077769] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00502624 0.00899259 -0.00097211] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00603149 0.01079111 -0.00116654] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00703674 0.01258963 -0.00136096] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00804199 0.01438815 -0.00155538] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00904724 0.01618667 -0.00174981] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01005249 0.01798519 -0.00194423] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01105774 0.01978371 -0.00213865] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01206298 0.02158223 -0.00233308] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01306823 0.02338075 -0.0025275 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01407348 0.02517927 -0.00272192] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01507873 0.02697778 -0.00291634] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01608398 0.0287763 -0.00311077] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01708923 0.03057482 -0.00330519] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01809448 0.03237334 -0.00349961] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01909972 0.03417186 -0.00369404] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02010497 0.03597038 -0.00388846] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02111022 0.0377689 -0.00408288] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02211547 0.03956742 -0.00427731] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02312072 0.04136594 -0.00447173] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02412597 0.04316446 -0.00466615] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02513122 0.04496297 -0.00486057] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02613647 0.04676149 -0.005055 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02714171 0.04856001 -0.00524942] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02814696 0.05035853 -0.00544384] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02915221 0.05215705 -0.00563827] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-9.44549859e-04 1.69662342e-03 -9.53748865e-05] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0018891 0.00339325 -0.00019075] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00283365 0.00508987 -0.00028612] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0037782 0.00678649 -0.0003815 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00472275 0.00848312 -0.00047687] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0056673 0.01017974 -0.00057225] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00661185 0.01187636 -0.00066762] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0075564 0.01357299 -0.000763 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00850095 0.01526961 -0.00085837] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0094455 0.01696623 -0.00095375] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01039005 0.01866286 -0.00104912] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0113346 0.02035948 -0.0011445 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01227915 0.0220561 -0.00123987] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0132237 0.02375273 -0.00133525] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01416825 0.02544935 -0.00143062] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0151128 0.02714597 -0.001526 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01605735 0.0288426 -0.00162137] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0170019 0.03053922 -0.00171675] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01794645 0.03223584 -0.00181212] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.018891 0.03393247 -0.0019075 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01983555 0.03562909 -0.00200287] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0207801 0.03732572 -0.00209825] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02172465 0.03902234 -0.00219362] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0226692 0.04071896 -0.002289 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02361375 0.04241559 -0.00238437] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0245583 0.04411221 -0.00247975] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02550285 0.04580883 -0.00257512] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0264474 0.04750546 -0.0026705 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02739195 0.04920208 -0.00276587] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00101442 0.00176635 -0.0001599 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00202884 0.0035327 -0.0003198 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00304326 0.00529905 -0.0004797 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00405769 0.0070654 -0.0006396 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00507211 0.00883175 -0.0007995 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00608653 0.0105981 -0.0009594 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00710095 0.01236444 -0.0011193 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00811537 0.01413079 -0.0012792 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00912979 0.01589714 -0.0014391 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01014422 0.01766349 -0.00159901] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01115864 0.01942984 -0.00175891] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01217306 0.02119619 -0.00191881] ==--\n",
"\n",
"\n",
" ==== Counter 13700 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01318748 0.02296254 -0.00207871] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0142019 0.02472889 -0.00223861] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01521632 0.02649524 -0.00239851] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01623075 0.02826159 -0.00255841] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01724517 0.03002794 -0.00271831] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01825959 0.03179429 -0.00287821] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01927401 0.03356063 -0.00303811] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02028843 0.03532698 -0.00319801] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02130285 0.03709333 -0.00335791] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02231728 0.03885968 -0.00351781] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0233317 0.04062603 -0.00367771] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02434612 0.04239238 -0.00383761] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02536054 0.04415873 -0.00399751] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02637496 0.04592508 -0.00415741] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02738938 0.04769143 -0.00431731] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0284038 0.04945778 -0.00447722] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02941823 0.05122413 -0.00463712] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00104481 0.00172594 -0.00040019] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00208962 0.00345188 -0.00080039] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00313443 0.00517782 -0.00120058] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00417924 0.00690377 -0.00160077] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00522405 0.00862971 -0.00200096] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00626886 0.01035565 -0.00240116] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00731367 0.01208159 -0.00280135] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00835848 0.01380753 -0.00320154] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00940329 0.01553347 -0.00360173] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0104481 0.01725941 -0.00400193] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01149291 0.01898535 -0.00440212] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01253772 0.0207113 -0.00480231] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01358253 0.02243724 -0.0052025 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01462734 0.02416318 -0.0056027 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01567215 0.02588912 -0.00600289] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01671697 0.02761506 -0.00640308] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01776178 0.029341 -0.00680327] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01880659 0.03106694 -0.00720347] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0198514 0.03279289 -0.00760366] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02089621 0.03451883 -0.00800385] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02194102 0.03624477 -0.00840404] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02298583 0.03797071 -0.00880424] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02403064 0.03969665 -0.00920443] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02507545 0.04142259 -0.00960462] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02612026 0.04314853 -0.01000481] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02716507 0.04487448 -0.01040501] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02820988 0.04660042 -0.0108052 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02925469 0.04832636 -0.01120539] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0302995 0.0500523 -0.01160558] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00091135 0.00147996 -0.00200952] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00182271 0.00295993 -0.00401905] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00273406 0.00443989 -0.00602857] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00364542 0.00591986 -0.0080381 ] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00455677 0.00739982 -0.01004762] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00546813 0.00887979 -0.01205714] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00637948 0.01035975 -0.01406667] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00729084 0.01183971 -0.01607619] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00820219 0.01331968 -0.01808572] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00911355 0.01479964 -0.02009524] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0100249 0.01627961 -0.02210476] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01093626 0.01775957 -0.02411429] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01184761 0.01923954 -0.02612381] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01275897 0.0207195 -0.02813333] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01367032 0.02219947 -0.03014286] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01458168 0.02367943 -0.03215238] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01549303 0.02515939 -0.03416191] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01640439 0.02663936 -0.03617143] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01731574 0.02811932 -0.03818095] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0182271 0.02959929 -0.04019048] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01913845 0.03107925 -0.0422 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02004981 0.03255922 -0.04420953] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02096116 0.03403918 -0.04621905] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02187252 0.03551914 -0.04822857] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02278387 0.03699911 -0.0502381 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02369523 0.03847907 -0.05224762] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02460658 0.03995904 -0.05425715] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02551794 0.041439 -0.05626667] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02642929 0.04291897 -0.05827619] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0007322 0.00137756 -0.0024054 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0014644 0.00275512 -0.0048108 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00219661 0.00413269 -0.00721621] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00292881 0.00551025 -0.00962161] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00366101 0.00688781 -0.01202701] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00439321 0.00826537 -0.01443241] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00512542 0.00964294 -0.01683781] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00585762 0.0110205 -0.01924322] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00658982 0.01239806 -0.02164862] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00732202 0.01377562 -0.02405402] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00805423 0.01515318 -0.02645942] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00878643 0.01653075 -0.02886482] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00951863 0.01790831 -0.03127022] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01025083 0.01928587 -0.03367563] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01098304 0.02066343 -0.03608103] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01171524 0.022041 -0.03848643] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01244744 0.02341856 -0.04089183] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01317964 0.02479612 -0.04329723] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01391185 0.02617368 -0.04570264] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01464405 0.02755124 -0.04810804] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01537625 0.02892881 -0.05051344] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01610845 0.03030637 -0.05291884] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01684066 0.03168393 -0.05532424] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01757286 0.03306149 -0.05772965] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01830506 0.03443906 -0.06013505] ==--\n",
"\n",
"\n",
" ==== Counter 13800 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01903726 0.03581662 -0.06254045] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01976947 0.03719418 -0.06494585] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02050167 0.03857174 -0.06735125] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02123387 0.0399493 -0.06975666] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00106981 0.00193625 -0.00181197] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00213962 0.00387251 -0.00362394] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00320943 0.00580876 -0.00543592] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00427924 0.00774501 -0.00724789] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00534905 0.00968127 -0.00905986] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00641886 0.01161752 -0.01087183] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00748867 0.01355378 -0.01268381] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00855848 0.01549003 -0.01449578] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0096283 0.01742628 -0.01630775] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01069811 0.01936254 -0.01811972] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01176792 0.02129879 -0.01993169] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01283773 0.02323504 -0.02174367] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01390754 0.0251713 -0.02355564] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01497735 0.02710755 -0.02536761] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01604716 0.0290438 -0.02717958] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01711697 0.03098006 -0.02899156] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01818678 0.03291631 -0.03080353] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01925659 0.03485256 -0.0326155 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0203264 0.03678882 -0.03442747] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02139621 0.03872507 -0.03623944] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02246602 0.04066133 -0.03805142] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02353583 0.04259758 -0.03986339] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02460564 0.04453383 -0.04167536] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02567545 0.04647009 -0.04348733] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02674527 0.04840634 -0.04529931] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02781508 0.05034259 -0.04711128] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02888489 0.05227885 -0.04892325] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0299547 0.0542151 -0.05073522] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.03102451 0.05615135 -0.05254719] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00083399 0.00147597 -0.00196122] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00166797 0.00295194 -0.00392244] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00250196 0.0044279 -0.00588365] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00333594 0.00590387 -0.00784487] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00416993 0.00737984 -0.00980609] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00500392 0.00885581 -0.01176731] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0058379 0.01033178 -0.01372852] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00667189 0.01180775 -0.01568974] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00750587 0.01328371 -0.01765096] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00833986 0.01475968 -0.01961218] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00917385 0.01623565 -0.02157339] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01000783 0.01771162 -0.02353461] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01084182 0.01918759 -0.02549583] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0116758 0.02066355 -0.02745705] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01250979 0.02213952 -0.02941826] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01334378 0.02361549 -0.03137948] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01417776 0.02509146 -0.0333407 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01501175 0.02656743 -0.03530192] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01584574 0.0280434 -0.03726313] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01667972 0.02951936 -0.03922435] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01751371 0.03099533 -0.04118557] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01834769 0.0324713 -0.04314679] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01918168 0.03394727 -0.04510801] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02001567 0.03542324 -0.04706922] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02084965 0.0368992 -0.04903044] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02168364 0.03837517 -0.05099166] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02251762 0.03985114 -0.05295288] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02335161 0.04132711 -0.05491409] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0241856 0.04280308 -0.05687531] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00062699 0.00102481 -0.00201399] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00125399 0.00204962 -0.00402798] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00188098 0.00307444 -0.00604198] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00250797 0.00409925 -0.00805597] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00313496 0.00512406 -0.01006996] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00376196 0.00614887 -0.01208395] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00438895 0.00717369 -0.01409794] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00501594 0.0081985 -0.01611194] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00564294 0.00922331 -0.01812593] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00626993 0.01024812 -0.02013992] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00689692 0.01127294 -0.02215391] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00752391 0.01229775 -0.02416791] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00815091 0.01332256 -0.0261819 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0087779 0.01434737 -0.02819589] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00940489 0.01537218 -0.03020988] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01003188 0.016397 -0.03222387] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01065888 0.01742181 -0.03423787] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01128587 0.01844662 -0.03625186] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01191286 0.01947143 -0.03826585] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01253986 0.02049625 -0.04027984] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01316685 0.02152106 -0.04229383] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01379384 0.02254587 -0.04430783] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01442083 0.02357068 -0.04632182] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01504783 0.0245955 -0.04833581] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01567482 0.02562031 -0.0503498 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01630181 0.02664512 -0.05236379] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01692881 0.02766993 -0.05437779] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0175558 0.02869474 -0.05639178] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01818279 0.02971956 -0.05840577] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00083425 0.00144476 -0.00196928] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0016685 0.00288953 -0.00393856] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00250275 0.00433429 -0.00590784] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.003337 0.00577905 -0.00787712] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00417125 0.00722382 -0.00984641] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0050055 0.00866858 -0.01181569] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00583975 0.01011335 -0.01378497] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00667399 0.01155811 -0.01575425] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00750824 0.01300287 -0.01772353] ==--\n",
"\n",
"\n",
" ==== Counter 13900 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00834249 0.01444764 -0.01969281] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00917674 0.0158924 -0.02166209] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01001099 0.01733716 -0.02363137] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01084524 0.01878193 -0.02560066] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01167949 0.02022669 -0.02756994] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01251374 0.02167145 -0.02953922] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01334799 0.02311622 -0.0315085 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01418224 0.02456098 -0.03347778] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01501649 0.02600575 -0.03544706] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01585074 0.02745051 -0.03741634] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01668499 0.02889527 -0.03938562] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01751924 0.03034004 -0.0413549 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01835348 0.0317848 -0.04332419] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01918773 0.03322956 -0.04529347] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02002198 0.03467433 -0.04726275] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02085623 0.03611909 -0.04923203] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02169048 0.03756385 -0.05120131] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02252473 0.03900862 -0.05317059] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02335898 0.04045338 -0.05513987] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02419323 0.04189815 -0.05710915] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00080345 0.00123508 -0.0018745 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0016069 0.00247016 -0.003749 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00241035 0.00370524 -0.0056235 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00321379 0.00494032 -0.007498 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00401724 0.0061754 -0.00937249] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00482069 0.00741048 -0.01124699] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00562414 0.00864556 -0.01312149] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00642759 0.00988064 -0.01499599] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00723104 0.01111572 -0.01687049] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00803449 0.0123508 -0.01874499] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00883793 0.01358587 -0.02061949] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00964138 0.01482095 -0.02249399] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01044483 0.01605603 -0.02436848] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01124828 0.01729111 -0.02624298] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01205173 0.01852619 -0.02811748] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01285518 0.01976127 -0.02999198] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01365862 0.02099635 -0.03186648] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01446207 0.02223143 -0.03374098] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01526552 0.02346651 -0.03561548] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01606897 0.02470159 -0.03748998] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01687242 0.02593667 -0.03936447] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01767587 0.02717175 -0.04123897] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01847932 0.02840683 -0.04311347] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01928276 0.02964191 -0.04498797] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02008621 0.03087699 -0.04686247] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02088966 0.03211207 -0.04873697] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02169311 0.03334715 -0.05061147] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02249656 0.03458223 -0.05248597] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02330001 0.03581731 -0.05436046] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00061925 0.00104655 -0.0018996 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.0012385 0.00209309 -0.00379921] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00185774 0.00313964 -0.00569881] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00247699 0.00418619 -0.00759842] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00309624 0.00523273 -0.00949802] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00371549 0.00627928 -0.01139763] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00433473 0.00732582 -0.01329723] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00495398 0.00837237 -0.01519684] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00557323 0.00941892 -0.01709644] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00619248 0.01046546 -0.01899605] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00681173 0.01151201 -0.02089565] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00743097 0.01255856 -0.02279526] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00805022 0.0136051 -0.02469486] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00866947 0.01465165 -0.02659446] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00928872 0.0156982 -0.02849407] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00990796 0.01674474 -0.03039367] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01052721 0.01779129 -0.03229328] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01114646 0.01883783 -0.03419288] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01176571 0.01988438 -0.03609249] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01238496 0.02093093 -0.03799209] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0130042 0.02197747 -0.0398917 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01362345 0.02302402 -0.0417913 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0142427 0.02407057 -0.04369091] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01486195 0.02511711 -0.04559051] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01548119 0.02616366 -0.04749012] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01610044 0.02721021 -0.04938972] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01671969 0.02825675 -0.05128932] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01733894 0.0293033 -0.05318893] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01795819 0.03034985 -0.05508853] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00086446 0.0014744 -0.00183911] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00172892 0.0029488 -0.00367823] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00259338 0.0044232 -0.00551734] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00345783 0.00589759 -0.00735646] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00432229 0.00737199 -0.00919557] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00518675 0.00884639 -0.01103469] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00605121 0.01032079 -0.0128738 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00691567 0.01179519 -0.01471292] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00778013 0.01326959 -0.01655203] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00864459 0.01474398 -0.01839115] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00950904 0.01621838 -0.02023026] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0103735 0.01769278 -0.02206938] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01123796 0.01916718 -0.02390849] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01210242 0.02064158 -0.02574761] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01296688 0.02211598 -0.02758672] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01383134 0.02359038 -0.02942584] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0146958 0.02506477 -0.03126495] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01556026 0.02653917 -0.03310407] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01642471 0.02801357 -0.03494318] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01728917 0.02948797 -0.0367823 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01815363 0.03096237 -0.03862141] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01901809 0.03243677 -0.04046053] ==--\n",
"\n",
"\n",
" ==== Counter 14000 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01988255 0.03391116 -0.04229964] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02074701 0.03538556 -0.04413876] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02161147 0.03685996 -0.04597787] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02247592 0.03833436 -0.04781699] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02334038 0.03980876 -0.0496561 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02420484 0.04128316 -0.05149522] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0250693 0.04275756 -0.05333433] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00063948 0.00111992 -0.00195387] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00127896 0.00223985 -0.00390775] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00191844 0.00335977 -0.00586162] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00255792 0.0044797 -0.00781549] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0031974 0.00559962 -0.00976937] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00383689 0.00671955 -0.01172324] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00447637 0.00783947 -0.01367711] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00511585 0.0089594 -0.01563098] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00575533 0.01007932 -0.01758486] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00639481 0.01119924 -0.01953873] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00703429 0.01231917 -0.0214926 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00767377 0.01343909 -0.02344648] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00831325 0.01455902 -0.02540035] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00895273 0.01567894 -0.02735422] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00959221 0.01679887 -0.0293081 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01023169 0.01791879 -0.03126197] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01087117 0.01903871 -0.03321584] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01151066 0.02015864 -0.03516972] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01215014 0.02127856 -0.03712359] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01278962 0.02239849 -0.03907746] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0134291 0.02351841 -0.04103133] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01406858 0.02463834 -0.04298521] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01470806 0.02575826 -0.04493908] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01534754 0.02687819 -0.04689295] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01598702 0.02799811 -0.04884683] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0166265 0.02911803 -0.0508007 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01726598 0.03023796 -0.05275457] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01790546 0.03135788 -0.05470845] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01854494 0.03247781 -0.05666232] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00059959 0.00094259 -0.00170355] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00119917 0.00188517 -0.00340709] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00179876 0.00282776 -0.00511064] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00239835 0.00377034 -0.00681418] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00299793 0.00471293 -0.00851773] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00359752 0.00565551 -0.01022127] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00419711 0.0065981 -0.01192482] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0047967 0.00754068 -0.01362836] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00539628 0.00848327 -0.01533191] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00599587 0.00942585 -0.01703545] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00659546 0.01036844 -0.018739 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00719504 0.01131102 -0.02044254] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00779463 0.01225361 -0.02214609] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00839422 0.01319619 -0.02384963] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0089938 0.01413878 -0.02555318] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00959339 0.01508136 -0.02725672] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01019298 0.01602395 -0.02896027] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01079256 0.01696653 -0.03066382] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01139215 0.01790912 -0.03236736] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01199174 0.0188517 -0.03407091] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01259133 0.01979429 -0.03577445] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01319091 0.02073687 -0.037478 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0137905 0.02167946 -0.03918154] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01439009 0.02262204 -0.04088509] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01498967 0.02356463 -0.04258863] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01558926 0.02450721 -0.04429218] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01618885 0.0254498 -0.04599572] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01678843 0.02639238 -0.04769927] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01738802 0.02733497 -0.04940281] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00044842 0.00069618 -0.00156269] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00089685 0.00139236 -0.00312539] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00134527 0.00208855 -0.00468808] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0017937 0.00278473 -0.00625077] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00224212 0.00348091 -0.00781346] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00269054 0.00417709 -0.00937616] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00313897 0.00487327 -0.01093885] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00358739 0.00556945 -0.01250154] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00403582 0.00626564 -0.01406423] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00448424 0.00696182 -0.01562693] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00493267 0.007658 -0.01718962] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00538109 0.00835418 -0.01875231] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00582951 0.00905036 -0.020315 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00627794 0.00974654 -0.0218777 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00672636 0.01044273 -0.02344039] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00717479 0.01113891 -0.02500308] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00762321 0.01183509 -0.02656577] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00807163 0.01253127 -0.02812847] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00852006 0.01322745 -0.02969116] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00896848 0.01392364 -0.03125385] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00941691 0.01461982 -0.03281654] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00986533 0.015316 -0.03437924] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01031375 0.01601218 -0.03594193] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01076218 0.01670836 -0.03750462] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0112106 0.01740454 -0.03906731] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01165903 0.01810073 -0.04063001] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01210745 0.01879691 -0.0421927 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01255588 0.01949309 -0.04375539] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0130043 0.02018927 -0.04531808] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00071461 0.00139456 0.00019196] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00142922 0.00278912 0.00038393] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00214383 0.00418368 0.00057589] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00285843 0.00557824 0.00076785] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00357304 0.0069728 0.00095982] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00428765 0.00836736 0.00115178] ==--\n",
"\n",
"\n",
" ==== Counter 14100 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00500226 0.00976191 0.00134374] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00571687 0.01115647 0.00153571] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00643148 0.01255103 0.00172767] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00714608 0.01394559 0.00191963] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00786069 0.01534015 0.0021116 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0085753 0.01673471 0.00230356] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00928991 0.01812927 0.00249553] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01000452 0.01952383 0.00268749] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01071913 0.02091839 0.00287945] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01143374 0.02231295 0.00307142] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01214834 0.02370751 0.00326338] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01286295 0.02510207 0.00345534] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01357756 0.02649663 0.00364731] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01429217 0.02789119 0.00383927] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01500678 0.02928574 0.00403123] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01572139 0.0306803 0.0042232 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01643599 0.03207486 0.00441516] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0171506 0.03346942 0.00460712] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01786521 0.03486398 0.00479909] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01857982 0.03625854 0.00499105] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01929443 0.0376531 0.00518301] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02000904 0.03904766 0.00537498] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02072365 0.04044222 0.00556694] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00075437 0.00143912 0.00016299] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00150875 0.00287824 0.00032598] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00226312 0.00431736 0.00048897] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0030175 0.00575647 0.00065196] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00377187 0.00719559 0.00081496] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00452625 0.00863471 0.00097795] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00528062 0.01007383 0.00114094] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.006035 0.01151295 0.00130393] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00678937 0.01295207 0.00146692] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00754375 0.01439118 0.00162991] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00829812 0.0158303 0.0017929 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0090525 0.01726942 0.00195589] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00980687 0.01870854 0.00211888] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01056125 0.02014766 0.00228187] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01131562 0.02158678 0.00244487] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01207 0.02302589 0.00260786] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01282437 0.02446501 0.00277085] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01357875 0.02590413 0.00293384] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01433312 0.02734325 0.00309683] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0150875 0.02878237 0.00325982] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01584187 0.03022149 0.00342281] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01659625 0.0316606 0.0035858 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01735062 0.03309972 0.00374879] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.018105 0.03453884 0.00391178] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01885937 0.03597796 0.00407478] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01961375 0.03741708 0.00423777] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02036812 0.0388562 0.00440076] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0211225 0.04029532 0.00456375] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02187687 0.04173443 0.00472674] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0007702 0.00142218 0.00010737] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00154039 0.00284435 0.00021475] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00231059 0.00426653 0.00032212] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00308078 0.0056887 0.00042949] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00385098 0.00711088 0.00053687] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00462117 0.00853305 0.00064424] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00539137 0.00995523 0.00075161] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00616156 0.0113774 0.00085899] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00693176 0.01279958 0.00096636] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00770195 0.01422175 0.00107373] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00847215 0.01564393 0.00118111] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00924234 0.01706611 0.00128848] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01001254 0.01848828 0.00139585] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01078273 0.01991046 0.00150323] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01155293 0.02133263 0.0016106 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01232313 0.02275481 0.00171797] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01309332 0.02417698 0.00182534] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01386352 0.02559916 0.00193272] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01463371 0.02702133 0.00204009] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01540391 0.02844351 0.00214746] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0161741 0.02986568 0.00225484] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0169443 0.03128786 0.00236221] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01771449 0.03271004 0.00246958] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01848469 0.03413221 0.00257696] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01925488 0.03555439 0.00268433] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02002508 0.03697656 0.0027917 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02079527 0.03839874 0.00289908] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02156547 0.03982091 0.00300645] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02233567 0.04124309 0.00311382] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.88696421e-04 1.46749936e-03 8.86145121e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00157739 0.002935 0.00017723] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00236609 0.0044025 0.00026584] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00315479 0.00587 0.00035446] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00394348 0.0073375 0.00044307] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00473218 0.008805 0.00053169] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00552087 0.0102725 0.0006203 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00630957 0.01173999 0.00070892] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00709827 0.01320749 0.00079753] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00788696 0.01467499 0.00088615] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00867566 0.01614249 0.00097476] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00946436 0.01760999 0.00106337] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01025305 0.01907749 0.00115199] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01104175 0.02054499 0.0012406 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01183045 0.02201249 0.00132922] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01261914 0.02347999 0.00141783] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01340784 0.02494749 0.00150645] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01419654 0.02641499 0.00159506] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01498523 0.02788249 0.00168368] ==--\n",
"\n",
"\n",
" ==== Counter 14200 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01577393 0.02934999 0.00177229] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01656262 0.03081749 0.0018609 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01735132 0.03228499 0.00194952] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01814002 0.03375249 0.00203813] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01892871 0.03521998 0.00212675] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01971741 0.03668748 0.00221536] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02050611 0.03815498 0.00230398] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0212948 0.03962248 0.00239259] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0220835 0.04108998 0.00248121] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0228722 0.04255748 0.00256982] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00069631 0.00135918 0.0001839 ] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00139263 0.00271836 0.00036779] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00208894 0.00407753 0.00055169] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00278526 0.00543671 0.00073558] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00348157 0.00679589 0.00091948] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00417789 0.00815507 0.00110337] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0048742 0.00951425 0.00128727] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00557052 0.01087342 0.00147116] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00626683 0.0122326 0.00165506] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00696315 0.01359178 0.00183896] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00765946 0.01495096 0.00202285] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00835577 0.01631014 0.00220675] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00905209 0.01766932 0.00239064] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0097484 0.01902849 0.00257454] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01044472 0.02038767 0.00275843] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01114103 0.02174685 0.00294233] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01183735 0.02310603 0.00312623] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01253366 0.02446521 0.00331012] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01322998 0.02582438 0.00349402] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01392629 0.02718356 0.00367791] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0146226 0.02854274 0.00386181] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01531892 0.02990192 0.0040457 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01601523 0.0312611 0.0042296 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01671155 0.03262027 0.00441349] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01740786 0.03397945 0.00459739] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01810418 0.03533863 0.00478129] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01880049 0.03669781 0.00496518] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01949681 0.03805699 0.00514908] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02019312 0.03941616 0.00533297] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00069438 0.00134083 0.00015232] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00138877 0.00268167 0.00030465] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00208315 0.0040225 0.00045697] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00277753 0.00536333 0.00060929] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00347192 0.00670416 0.00076162] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0041663 0.008045 0.00091394] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00486069 0.00938583 0.00106627] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00555507 0.01072666 0.00121859] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00624945 0.0120675 0.00137091] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00694384 0.01340833 0.00152324] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00763822 0.01474916 0.00167556] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0083326 0.01608999 0.00182788] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00902699 0.01743083 0.00198021] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00972137 0.01877166 0.00213253] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01041576 0.02011249 0.00228485] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01111014 0.02145332 0.00243718] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01180452 0.02279416 0.0025895 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01249891 0.02413499 0.00274183] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01319329 0.02547582 0.00289415] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01388767 0.02681666 0.00304647] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01458206 0.02815749 0.0031988 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01527644 0.02949832 0.00335112] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01597083 0.03083915 0.00350344] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01666521 0.03217999 0.00365577] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01735959 0.03352082 0.00380809] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01805398 0.03486165 0.00396041] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01874836 0.03620249 0.00411274] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01944274 0.03754332 0.00426506] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02013713 0.03888415 0.00441738] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00070098 0.00133597 0.00011757] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00140196 0.00267194 0.00023514] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00210293 0.00400791 0.00035271] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00280391 0.00534388 0.00047028] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00350489 0.00667985 0.00058786] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00420587 0.00801582 0.00070543] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00490685 0.00935179 0.000823 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00560783 0.01068776 0.00094057] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0063088 0.01202373 0.00105814] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00700978 0.01335969 0.00117571] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00771076 0.01469566 0.00129328] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00841174 0.01603163 0.00141085] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00911272 0.0173676 0.00152842] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00981369 0.01870357 0.001646 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01051467 0.02003954 0.00176357] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01121565 0.02137551 0.00188114] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01191663 0.02271148 0.00199871] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01261761 0.02404745 0.00211628] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01331859 0.02538342 0.00223385] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01401956 0.02671939 0.00235142] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01472054 0.02805536 0.00246899] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01542152 0.02939133 0.00258656] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0161225 0.0307273 0.00270413] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01682348 0.03206327 0.00282171] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01752445 0.03339924 0.00293928] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01822543 0.03473521 0.00305685] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01892641 0.03607118 0.00317442] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01962739 0.03740715 0.00329199] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02032837 0.03874312 0.00340956] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00071348 0.00134768 0.00011988] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00142696 0.00269536 0.00023977] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00214044 0.00404304 0.00035965] ==--\n",
"\n",
"\n",
" ==== Counter 14300 ====\n",
"\n",
"\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00285392 0.00539071 0.00047953] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.0035674 0.00673839 0.00059942] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00428088 0.00808607 0.0007193 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00499436 0.00943375 0.00083918] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00570784 0.01078143 0.00095906] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00642132 0.01212911 0.00107895] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00713481 0.01347679 0.00119883] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00784829 0.01482446 0.00131871] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00856177 0.01617214 0.0014386 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00927525 0.01751982 0.00155848] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00998873 0.0188675 0.00167836] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01070221 0.02021518 0.00179825] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01141569 0.02156286 0.00191813] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01212917 0.02291053 0.00203801] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01284265 0.02425821 0.0021579 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01355613 0.02560589 0.00227778] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01426961 0.02695357 0.00239766] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01498309 0.02830125 0.00251754] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01569657 0.02964893 0.00263743] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01641005 0.03099661 0.00275731] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01712353 0.03234428 0.00287719] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01783701 0.03369196 0.00299708] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01855049 0.03503964 0.00311696] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01926397 0.03638732 0.00323684] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01997745 0.037735 0.00335673] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02069094 0.03908268 0.00347661] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-8.08504477e-04 1.42542439e-03 -7.67556713e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00161701 0.00285085 -0.00015351] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00242551 0.00427627 -0.00023027] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00323402 0.0057017 -0.00030702] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00404252 0.00712712 -0.00038378] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00485103 0.00855255 -0.00046053] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00565953 0.00997797 -0.00053729] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00646804 0.0114034 -0.00061405] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00727654 0.01282882 -0.0006908 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00808504 0.01425424 -0.00076756] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00889355 0.01567967 -0.00084431] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00970205 0.01710509 -0.00092107] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01051056 0.01853052 -0.00099782] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01131906 0.01995594 -0.00107458] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01212757 0.02138137 -0.00115134] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01293607 0.02280679 -0.00122809] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01374458 0.02423221 -0.00130485] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01455308 0.02565764 -0.0013816 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01536159 0.02708306 -0.00145836] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01617009 0.02850849 -0.00153511] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01697859 0.02993391 -0.00161187] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0177871 0.03135934 -0.00168862] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0185956 0.03278476 -0.00176538] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01940411 0.03421019 -0.00184214] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02021261 0.03563561 -0.00191889] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02102112 0.03706103 -0.00199565] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02182962 0.03848646 -0.0020724 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02263813 0.03991188 -0.00214916] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02344663 0.04133731 -0.00222591] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-8.54709584e-04 1.50789420e-03 -3.44349254e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-1.70941917e-03 3.01578840e-03 -6.88698508e-05] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00256413 0.00452368 -0.0001033 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00341884 0.00603158 -0.00013774] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00427355 0.00753947 -0.00017217] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00512826 0.00904737 -0.00020661] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00598297 0.01055526 -0.00024104] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00683768 0.01206315 -0.00027548] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00769239 0.01357105 -0.00030991] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0085471 0.01507894 -0.00034435] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00940181 0.01658684 -0.00037878] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01025652 0.01809473 -0.00041322] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01111122 0.01960262 -0.00044765] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01196593 0.02111052 -0.00048209] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01282064 0.02261841 -0.00051652] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01367535 0.02412631 -0.00055096] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01453006 0.0256342 -0.00058539] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01538477 0.0271421 -0.00061983] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01623948 0.02864999 -0.00065426] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01709419 0.03015788 -0.0006887 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0179489 0.03166578 -0.00072313] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01880361 0.03317367 -0.00075757] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01965832 0.03468157 -0.000792 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02051303 0.03618946 -0.00082644] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02136774 0.03769735 -0.00086087] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02222245 0.03920525 -0.00089531] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02307716 0.04071314 -0.00092974] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02393187 0.04222104 -0.00096418] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02478658 0.04372893 -0.00099861] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00067494 0.00131646 0.00017326] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00134989 0.00263291 0.00034652] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00202483 0.00394937 0.00051977] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00269977 0.00526582 0.00069303] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00337472 0.00658228 0.00086629] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00404966 0.00789873 0.00103955] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0047246 0.00921519 0.0012128 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00539955 0.01053164 0.00138606] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00607449 0.0118481 0.00155932] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00674943 0.01316455 0.00173258] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00742438 0.01448101 0.00190583] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00809932 0.01579746 0.00207909] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00877426 0.01711392 0.00225235] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00944921 0.01843038 0.00242561] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01012415 0.01974683 0.00259887] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01079909 0.02106329 0.00277212] ==--\n",
"\n",
"\n",
" ==== Counter 14400 ====\n",
"\n",
"\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01147404 0.02237974 0.00294538] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01214898 0.0236962 0.00311864] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01282392 0.02501265 0.0032919 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01349887 0.02632911 0.00346515] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01417381 0.02764556 0.00363841] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01484875 0.02896202 0.00381167] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0155237 0.03027847 0.00398493] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01619864 0.03159493 0.00415819] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01687358 0.03291138 0.00433144] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01754853 0.03422784 0.0045047 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01822347 0.0355443 0.00467796] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01889841 0.03686075 0.00485122] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01957336 0.03817721 0.00502447] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00070469 0.00135009 0.00013115] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00140938 0.00270018 0.0002623 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00211406 0.00405027 0.00039345] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00281875 0.00540035 0.0005246 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00352344 0.00675044 0.00065575] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00422813 0.00810053 0.0007869 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00493282 0.00945062 0.00091805] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00563751 0.01080071 0.00104919] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00634219 0.0121508 0.00118034] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00704688 0.01350089 0.00131149] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00775157 0.01485098 0.00144264] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00845626 0.01620106 0.00157379] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00916095 0.01755115 0.00170494] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00986563 0.01890124 0.00183609] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01057032 0.02025133 0.00196724] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01127501 0.02160142 0.00209839] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0119797 0.02295151 0.00222954] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01268439 0.0243016 0.00236069] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01338907 0.02565169 0.00249184] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01409376 0.02700177 0.00262299] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01479845 0.02835186 0.00275414] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01550314 0.02970195 0.00288529] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01620783 0.03105204 0.00301644] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01691252 0.03240213 0.00314758] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0176172 0.03375222 0.00327873] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01832189 0.03510231 0.00340988] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01902658 0.03645239 0.00354103] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01973127 0.03780248 0.00367218] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02043596 0.03915257 0.00380333] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00067501 0.00130769 0.00015822] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00135002 0.00261538 0.00031644] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00202503 0.00392307 0.00047467] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00270005 0.00523077 0.00063289] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00337506 0.00653846 0.00079111] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00405007 0.00784615 0.00094933] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00472508 0.00915384 0.00110756] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00540009 0.01046153 0.00126578] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0060751 0.01176922 0.001424 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00675012 0.01307691 0.00158222] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00742513 0.01438461 0.00174045] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00810014 0.0156923 0.00189867] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00877515 0.01699999 0.00205689] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00945016 0.01830768 0.00221511] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01012517 0.01961537 0.00237334] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01080018 0.02092306 0.00253156] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0114752 0.02223075 0.00268978] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01215021 0.02353845 0.002848 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01282522 0.02484614 0.00300623] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01350023 0.02615383 0.00316445] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01417524 0.02746152 0.00332267] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01485025 0.02876921 0.00348089] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01552526 0.0300769 0.00363912] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01620028 0.0313846 0.00379734] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01687529 0.03269229 0.00395556] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0175503 0.03399998 0.00411378] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01822531 0.03530767 0.00427201] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01890032 0.03661536 0.00443023] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01957533 0.03792305 0.00458845] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00069339 0.00132238 0.00013981] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00138679 0.00264476 0.00027962] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00208018 0.00396714 0.00041943] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00277358 0.00528952 0.00055924] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00346697 0.0066119 0.00069906] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00416037 0.00793429 0.00083887] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00485376 0.00925667 0.00097868] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00554716 0.01057905 0.00111849] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00624055 0.01190143 0.0012583 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00693395 0.01322381 0.00139811] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00762734 0.01454619 0.00153792] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00832073 0.01586857 0.00167773] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00901413 0.01719095 0.00181754] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00970752 0.01851333 0.00195735] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01040092 0.01983571 0.00209717] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01109431 0.02115809 0.00223698] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01178771 0.02248048 0.00237679] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0124811 0.02380286 0.0025166 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0131745 0.02512524 0.00265641] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01386789 0.02644762 0.00279622] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01456128 0.02777 0.00293603] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01525468 0.02909238 0.00307584] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01594807 0.03041476 0.00321565] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01664147 0.03173714 0.00335546] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01733486 0.03305952 0.00349528] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01802826 0.0343819 0.00363509] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01872165 0.03570428 0.0037749 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01941505 0.03702667 0.00391471] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02010844 0.03834905 0.00405452] ==--\n",
"\n",
"\n",
" ==== Counter 14500 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.17513514e-04 1.33450627e-03 9.79805781e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00143503 0.00266901 0.00019596] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00215254 0.00400352 0.00029394] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00287005 0.00533803 0.00039192] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00358757 0.00667253 0.0004899 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00430508 0.00800704 0.00058788] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00502259 0.00934154 0.00068586] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00574011 0.01067605 0.00078384] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00645762 0.01201056 0.00088183] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00717514 0.01334506 0.00097981] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00789265 0.01467957 0.00107779] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00861016 0.01601408 0.00117577] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00932768 0.01734858 0.00127375] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01004519 0.01868309 0.00137173] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0107627 0.02001759 0.00146971] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01148022 0.0213521 0.00156769] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01219773 0.02268661 0.00166567] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01291524 0.02402111 0.00176365] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01363276 0.02535562 0.00186163] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01435027 0.02669013 0.00195961] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01506778 0.02802463 0.00205759] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0157853 0.02935914 0.00215557] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01650281 0.03069364 0.00225355] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01722032 0.03202815 0.00235153] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01793784 0.03336266 0.00244951] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01865535 0.03469716 0.0025475 ] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01937286 0.03603167 0.00264548] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.02009038 0.03736618 0.00274346] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02080789 0.03870068 0.00284144] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-7.57000881e-04 1.37756461e-03 3.95513489e-05] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-1.51400176e-03 2.75512923e-03 7.91026978e-05] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.002271 0.00413269 0.00011865] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.003028 0.00551026 0.00015821] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.003785 0.00688782 0.00019776] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00454201 0.00826539 0.00023731] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00529901 0.00964295 0.00027686] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00605601 0.01102052 0.00031641] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00681301 0.01239808 0.00035596] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00757001 0.01377565 0.00039551] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00832701 0.01515321 0.00043506] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00908401 0.01653078 0.00047462] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00984101 0.01790834 0.00051417] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01059801 0.0192859 0.00055372] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01135501 0.02066347 0.00059327] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01211201 0.02204103 0.00063282] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01286901 0.0234186 0.00067237] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01362602 0.02479616 0.00071192] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01438302 0.02617373 0.00075148] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01514002 0.02755129 0.00079103] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01589702 0.02892886 0.00083058] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01665402 0.03030642 0.00087013] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01741102 0.03168399 0.00090968] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01816802 0.03306155 0.00094923] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01892502 0.03443912 0.00098878] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01968202 0.03581668 0.00102834] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02043902 0.03719424 0.00106789] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02119602 0.03857181 0.00110744] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.02195303 0.03994937 0.00114699] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00065059 0.00130605 0.00018785] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00130119 0.00261211 0.0003757 ] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00195178 0.00391816 0.00056355] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00260237 0.00522421 0.0007514 ] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00325297 0.00653026 0.00093925] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00390356 0.00783632 0.00112709] ==--\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00455416 0.00914237 0.00131494] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00520475 0.01044842 0.00150279] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00585534 0.01175448 0.00169064] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00650594 0.01306053 0.00187849] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00715653 0.01436658 0.00206634] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00780712 0.01567263 0.00225419] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00845772 0.01697869 0.00244204] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00910831 0.01828474 0.00262989] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0097589 0.01959079 0.00281774] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.0104095 0.02089685 0.00300559] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01106009 0.0222029 0.00319344] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01171069 0.02350895 0.00338128] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01236128 0.02481501 0.00356913] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01301187 0.02612106 0.00375698] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01366247 0.02742711 0.00394483] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01431306 0.02873316 0.00413268] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01496365 0.03003922 0.00432053] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01561425 0.03134527 0.00450838] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01626484 0.03265132 0.00469623] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01691543 0.03395738 0.00488408] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01756603 0.03526343 0.00507193] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01821662 0.03656948 0.00525978] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.01886722 0.03787553 0.00544762] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00068049 0.0013188 0.00015961] ==--\n",
"Succesfull convergence in 2 steps\n",
"--== epsi [-0.00136098 0.00263759 0.00031922] ==--\n",
"Succesfull convergence in 3 steps\n",
"--== epsi [-0.00204147 0.00395639 0.00047883] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00272196 0.00527519 0.00063844] ==--\n",
"Succesfull convergence in 4 steps\n",
"--== epsi [-0.00340245 0.00659399 0.00079805] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00408294 0.00791278 0.00095766] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00476343 0.00923158 0.00111727] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00544392 0.01055038 0.00127688] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00612441 0.01186917 0.00143649] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.0068049 0.01318797 0.0015961 ] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.00748539 0.01450677 0.00175572] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00816588 0.01582557 0.00191533] ==--\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00884637 0.01714436 0.00207494] ==--\n",
"\n",
"\n",
" ==== Counter 14600 ====\n",
"\n",
"\n",
"Succesfull convergence in 6 steps\n",
"--== epsi [-0.00952686 0.01846316 0.00223455] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01020735 0.01978196 0.00239416] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01088784 0.02110075 0.00255377] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01156833 0.02241955 0.00271338] ==--\n",
"Succesfull convergence in 5 steps\n",
"--== epsi [-0.01224882 0.02373835 0.00287299] ==--\n"
]
},
{
"ename": "KeyboardInterrupt",
"evalue": "",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m<timed exec>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n",
"\u001b[0;32m~/WORK/DataDriven/meshdrefinement/FEM.py\u001b[0m in \u001b[0;36msolve_DD\u001b[0;34m(coords, conn, areas, E, isDD, dataset, applyBC, max_iter, seed, initial_guess, parallel)\u001b[0m\n\u001b[1;32m 34\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 35\u001b[0m \u001b[0;31m# DD equivalent stiffness matrix\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 36\u001b[0;31m \u001b[0mKeq\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcompute_K\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcoords\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mconn\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0misDD\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mareas\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mCe\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 37\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 38\u001b[0m \u001b[0;31m# Matrix of shape function derivative for DD and element weights\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m~/WORK/DataDriven/meshdrefinement/FEM.py\u001b[0m in \u001b[0;36mcompute_K\u001b[0;34m(coords, conn, areas, E, isDD)\u001b[0m\n\u001b[1;32m 397\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 398\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 399\u001b[0;31m \u001b[0mK\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mareas\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mE\u001b[0m \u001b[0;34m/\u001b[0m \u001b[0mL\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvstack\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mhstack\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0minter\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0minter\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mhstack\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0minter\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0minter\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 400\u001b[0m \u001b[0mdof\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0;36m3\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0;36m3\u001b[0m\u001b[0;34m+\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0;36m3\u001b[0m\u001b[0;34m+\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0;36m3\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0;36m3\u001b[0m\u001b[0;34m+\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0;36m3\u001b[0m\u001b[0;34m+\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 401\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m<__array_function__ internals>\u001b[0m in \u001b[0;36mvstack\u001b[0;34m(*args, **kwargs)\u001b[0m\n",
"\u001b[0;32m~/.local/lib/python3.8/site-packages/numpy/core/shape_base.py\u001b[0m in \u001b[0;36mvstack\u001b[0;34m(tup)\u001b[0m\n\u001b[1;32m 278\u001b[0m \u001b[0;31m# raise warning if necessary\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 279\u001b[0m \u001b[0m_arrays_for_stack_dispatcher\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtup\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstacklevel\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 280\u001b[0;31m \u001b[0marrs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0matleast_2d\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mtup\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 281\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0marrs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlist\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 282\u001b[0m \u001b[0marrs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0marrs\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m<__array_function__ internals>\u001b[0m in \u001b[0;36matleast_2d\u001b[0;34m(*args, **kwargs)\u001b[0m\n",
"\u001b[0;32m~/.local/lib/python3.8/site-packages/numpy/core/shape_base.py\u001b[0m in \u001b[0;36matleast_2d\u001b[0;34m(*arys)\u001b[0m\n\u001b[1;32m 120\u001b[0m \u001b[0mres\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 121\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mary\u001b[0m \u001b[0;32min\u001b[0m \u001b[0marys\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 122\u001b[0;31m \u001b[0mary\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0masanyarray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mary\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 123\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mary\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mndim\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 124\u001b[0m \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mary\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreshape\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;31mKeyboardInterrupt\u001b[0m: "
]
}
],
"source": [
"%%time\n",
"sigmas=[]\n",
"counter = 0\n",
"for strain in all_paths[:]:\n",
" print(\"--== epsi \",strain,\" ==--\")\n",
" counter +=1\n",
" if counter%100==0:\n",
" print(\"\\n\\n ==== Counter \", counter, \" ====\\n\\n\")\n",
" applyBC=applyBC_planestrain(coords, conn, strain, l, size)\n",
" \n",
" \n",
" u, F, comp, guess, eta = solve_DD(coords, conn, areas, E, isDD, orderDP, applyBC, initial_guess=None)\n",
" initial_guess=guess\n",
" \n",
" sigma_ny = np.sum(F.reshape(-1,3)[masky],axis=0)/(2*l**2)\n",
" sigma_nx = np.sum(F.reshape(-1,3)[maskx],axis=0)/(2*l**2)\n",
" sigma = np.array([sigma_nx[0], sigma_ny[1], sigma_nx[1]])\n",
"\n",
" sigmas.append(sigma)\n",
" \n",
"sigmas = np.array(sigmas)\n",
"\n",
"total = np.hstack([all_paths, sigmas])\n",
"\n",
"#np.savetxt(\"datasetcsv\", total, delimiter=\",\")"
]
},
{
"cell_type": "markdown",
"id": "imported-shock",
"metadata": {},
"source": [
"### Sample strain stress path"
]
},
{
"cell_type": "code",
"execution_count": 29,
"id": "portable-avatar",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure()\n",
"plt.plot(sigmas[:29,0], '.-')\n",
"plt.plot(sigmas[:29,1], '.-')\n",
"plt.plot(sigmas[:29,2], '.-')\n",
"plt.xlabel('$\\epsilon$')\n",
"plt.ylabel('$\\sigma_h$ [MPa]')\n",
"plt.show()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.5"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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