From a5857337610c3f43135b7b192b52759e8600509c Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Martin=20Joachim=20K=C3=BChn?= Date: Thu, 30 Nov 2023 11:35:12 +0100 Subject: [PATCH] cleared output and small changes --- plot_tools/plot_sol_coeff_compute_flops.ipynb | 208 ++---------------- 1 file changed, 24 insertions(+), 184 deletions(-) diff --git a/plot_tools/plot_sol_coeff_compute_flops.ipynb b/plot_tools/plot_sol_coeff_compute_flops.ipynb index cab20107..bca1d531 100644 --- a/plot_tools/plot_sol_coeff_compute_flops.ipynb +++ b/plot_tools/plot_sol_coeff_compute_flops.ipynb @@ -2,126 +2,9 @@ "cells": [ { "cell_type": "code", - "execution_count": 60, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Prob: 6\n", - "Geometry: 0\n" - ] - }, - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Geometry: 1\n" - ] - }, - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Geometry: 2\n" - ] - }, - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Prob: 7\n", - "Geometry: 0\n" - ] - }, - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Geometry: 1\n" - ] - }, - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Geometry: 2\n" - ] - }, - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", @@ -173,6 +56,8 @@ "EPSILON=0.3\n", "LAMBDA=1.4\n", "\n", + "fontsize=18\n", + "\n", "# Generate x and y values\n", "N_INT = 1000\n", "r = np.linspace(RMIN, RMAX, N_INT)\n", @@ -191,6 +76,9 @@ " elif MOD_PK == 2:\n", " par1=EPSILON\n", " par2=LAMBDA\n", + " else:\n", + " par1=0\n", + " par2=0\n", " \n", " # Evaluate the function values for each point in the meshgrid\n", " X, Y = xymap(R, T, mod_pk=MOD_PK, par1=par1, par2=par2)\n", @@ -226,7 +114,9 @@ " # plt.ylabel('Y-axis')\n", " # plt.title('2D Function with Logarithmic Color Scale')\n", " \n", - " plt.grid()\n", + " #plt.grid()\n", + " plt.rcParams['xtick.labelsize']=fontsize-4\n", + " plt.rcParams['ytick.labelsize']=fontsize-4 \n", " \n", " # Save figure\n", " plt.savefig('sol_prob-'+str(PROB)+'_geom-'+str(MOD_PK)+'.png', bbox_inches='tight')\n", @@ -237,30 +127,9 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "ALPHA: 0.36788396183025623 2.718281828455285\n", - "BETA: 0.3678794411719512 2.718248425467935\n" - ] - }, - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", @@ -277,6 +146,8 @@ "RP=0.7\n", "DELTAR=0.05\n", "\n", + "fontsize=18\n", + "\n", "# Generate x values\n", "r = np.linspace(RMIN, RMAX, 100)\n", "\n", @@ -287,18 +158,18 @@ "print(\"BETA:\",np.min(beta_r),np.max(beta_r))\n", "\n", "# Plot the functions on the same plot\n", - "plt.plot(r, alpha_r, label='α(r)')\n", - "plt.plot(r, beta_r, label='β(r)')\n", + "plt.plot(r, alpha_r, label='α(r)', linewidth=3)\n", + "plt.plot(r, beta_r, label='β(r)', linewidth=3)\n", "\n", "# Add labels and title\n", - "plt.xlabel('r')\n", - "# plt.ylabel('')\n", - "# plt.title('Plotting Two 1D Functions')\n", + "plt.xlabel('r', fontsize=fontsize)\n", "\n", "# Add a legend\n", - "plt.legend()\n", + "plt.legend(fontsize=fontsize)\n", " \n", - "plt.grid()\n", + "#plt.grid()\n", + "plt.rcParams['xtick.labelsize']=fontsize-4\n", + "plt.rcParams['ytick.labelsize']=fontsize-4\n", "\n", "# Save figure\n", "plt.savefig('coeff.png', bbox_inches='tight')\n", @@ -309,40 +180,9 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "MOD_PK: 0\n", - "nr,nt,m,m_c,it,flops_setup,mem_setup,flops,mem\n", - "769 , 1024 , 7.87e+05 , 161 , 70 , 8.61e+07 , 2.36e+06 , 2.18e+10 , 5.25e+06\n", - "1537 , 2048 , 3.15e+06 , 321 , 67 , 3.44e+08 , 9.44e+06 , 8.36e+10 , 2.10e+07\n", - "3073 , 4096 , 1.26e+07 , 641 , 64 , 1.38e+09 , 3.78e+07 , 3.19e+11 , 8.39e+07\n", - "6145 , 8192 , 5.03e+07 , 1281 , 61 , 5.50e+09 , 1.51e+08 , 1.22e+12 , 3.36e+08\n", - "\n", - "\n", - "MOD_PK: 1\n", - "nr,nt,m,m_c,it,flops_setup,mem_setup,flops,mem\n", - "769 , 1024 , 7.87e+05 , 161 , 70 , 1.11e+08 , 2.36e+06 , 2.63e+10 , 5.25e+06\n", - "1537 , 2048 , 3.15e+06 , 321 , 67 , 4.45e+08 , 9.44e+06 , 1.00e+11 , 2.10e+07\n", - "3073 , 4096 , 1.26e+07 , 641 , 64 , 1.78e+09 , 3.78e+07 , 3.84e+11 , 8.39e+07\n", - "6145 , 8192 , 5.03e+07 , 1281 , 61 , 7.11e+09 , 1.51e+08 , 1.46e+12 , 3.36e+08\n", - "\n", - "\n", - "MOD_PK: 2\n", - "nr,nt,m,m_c,it,flops_setup,mem_setup,flops,mem\n", - "769 , 1024 , 7.87e+05 , 161 , 70 , 3.09e+08 , 2.36e+06 , 6.08e+10 , 5.25e+06\n", - "1537 , 2048 , 3.15e+06 , 321 , 67 , 1.23e+09 , 9.44e+06 , 2.33e+11 , 2.10e+07\n", - "3073 , 4096 , 1.26e+07 , 641 , 64 , 4.93e+09 , 3.78e+07 , 8.89e+11 , 8.39e+07\n", - "6145 , 8192 , 5.03e+07 , 1281 , 61 , 1.97e+10 , 1.51e+08 , 3.39e+12 , 3.36e+08\n", - "\n", - "\n" - ] - } - ], + "outputs": [], "source": [ "def flops_comp(nr, nt, m_c, it, mod_pk):\n", " m = nr*nt\n", @@ -422,7 +262,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.12" + "version": "3.9.7" } }, "nbformat": 4,