{ "cells": [ { "cell_type": "markdown", "id": "012879cf-0ac1-4932-889e-9bcf6c8b8b43", "metadata": {}, "source": [ "# MPSlib: Variable template size in mps_snesim_tree and mps_snesim_list\n", "\n", "`mps_snesim_tree` and `mps_snesim_list` support a template size that changes for each\n", "multiple grid level. The template size is specified for the coarsest multiple grid and\n", "for the final dense simulation grid; linear interpolation is used at intermediate levels.\n", "\n", "For example, using a template size of 8x7x4 on the coarsest grid and 4x3x3 on the finest:\n", "\n", " Search template size X # 8 4\n", " Search template size Y # 7 3\n", " Search template size Z # 4 3\n", "\n", "This can be set in Python using:\n", "\n", " O = mps.mpslib(method='mps_snesim_tree')\n", " O.par['template_size'] = np.array([[8, 7, 4], [4, 3, 3]]).T\n", "\n", "A simple constant template of size [8, 7, 4] can be set using:\n", "\n", " O.par['template_size'] = np.array([8, 7, 4])\n", "\n", "The main reason for using a variable template size is that a considerable amount of CPU\n", "is spent in the finer simulation grids pruning (removing) conditional data.\n", "Reducing the template at the finest grid can yield significant speedups.\n", "\n", "See more at https://mpslib.readthedocs.io/en/latest/Examples/ex_varying_template.html" ] }, { "cell_type": "code", "execution_count": 1, "id": "fed5cb61-3792-4d60-a102-fd08dd39c20f", "metadata": {}, "outputs": [], "source": [ "import mpslib as mps\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import matplotlib.gridspec as gridspec" ] }, { "cell_type": "markdown", "id": "b1a69c36", "metadata": {}, "source": [ "## Setup" ] }, { "cell_type": "code", "execution_count": 2, "id": "869e723a-bccd-4fb6-aa3a-02defc339861", "metadata": {}, "outputs": [], "source": [ "#TI1, TI_filename1 = mps.trainingimages.strebelle(2, coarse3d=1)\n", "TI1, TI_filename1 = mps.trainingimages.strebelle(1, coarse3d=1)\n", "\n", "O1 = mps.mpslib(method='mps_snesim_tree')\n", "O1.ti = TI1\n", "O1.par['n_multiple_grids'] = 4\n", "O1.par['n_cond'] = 81\n", "O1.par['n_real'] = 1\n", "O1.par['rseed'] = 1\n", "O1.par['debug_level'] = -1\n", "O1.par['simulation_grid_size'][0] = 135\n", "O1.par['simulation_grid_size'][1] = 100\n", "O1.par['simulation_grid_size'][2] = 1" ] }, { "cell_type": "markdown", "id": "41c4fa6d", "metadata": {}, "source": [ "## Sweep over template sizes at the finest grid\n", "\n", "Fix the coarse-grid template size at 11, and vary the fine-grid template size from 11 down to 1." ] }, { "cell_type": "code", "execution_count": 3, "id": "0ce8235d-d64e-4ac6-b8a9-5b67c2dee1f9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "mps_snesim_tree_11_11\n", "mps_snesim_tree_11_10\n", "mps_snesim_tree_11_9\n", "mps_snesim_tree_11_8\n", "mps_snesim_tree_11_7\n", "mps_snesim_tree_11_6\n", "mps_snesim_tree_11_5\n", "mps_snesim_tree_11_4\n", "mps_snesim_tree_11_3\n", "mps_snesim_tree_11_2\n", "mps_snesim_tree_11_1\n" ] } ], "source": [ "r1 = 11 # Template size on the coarsest grid\n", "r2 = [11, 10, 9, 8, 7, 6, 5, 4, 3, 2, 1] # Template size on the finest grid\n", "\n", "t = []\n", "R = []\n", "for ir in range(len(r2)):\n", "\n", " O1.delete_local_files()\n", "\n", " template = np.array([[r1, r2[ir]], [r1, r2[ir]], [1, 1]])\n", " O1.par['template_size'] = template\n", " name = '%s_%d_%d' % (O1.method, r1, r2[ir])\n", " print(name)\n", " O1.parameter_filename = name + '.par'\n", " O1.mps_snesim_par_write()\n", " O1.run()\n", " R.append(O1.sim[0])\n", " t.append(O1.time)" ] }, { "cell_type": "markdown", "id": "2921dfe8", "metadata": {}, "source": [ "## Plot realizations and computation time" ] }, { "cell_type": "code", "execution_count": 4, "id": "8cd860e1-b613-4246-b7c3-35e0a0f1c922", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(15, 15))\n", "outer = gridspec.GridSpec(4, 3, wspace=0.2, hspace=0.2)\n", "\n", "for ir in range(len(r2)):\n", " ax1 = plt.Subplot(fig, outer[ir])\n", " fig.add_subplot(ax1)\n", " plt.imshow(np.transpose(np.squeeze(R[ir])))\n", " plt.title('template=[%d,%d], t=%g s' % (r1, r2[ir], t[ir]))\n", "\n", "ax1 = plt.Subplot(fig, outer[-1])\n", "fig.add_subplot(ax1)\n", "plt.bar(r2, t)\n", "plt.xlabel('Template size at fine grid')\n", "plt.ylabel('Computation time (s)')\n", "plt.savefig('varying_template', dpi=600, facecolor='w', edgecolor='w',\n", " orientation='portrait', transparent=True)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "6c483179", "metadata": {}, "source": [ "## Speedup relative to full template" ] }, { "cell_type": "code", "execution_count": 5, "id": "efaf7e5e-227d-4571-ae60-00b47f88d83e", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(5, 5))\n", "plt.bar(r2, t[0] / np.array(t))\n", "plt.xlabel('Template size at fine grid')\n", "plt.ylabel('Speedup compared to using full template')\n", "plt.grid()\n", "plt.savefig('varying_template_speedup', dpi=600, facecolor='w', edgecolor='w',\n", " orientation='portrait', transparent=True)\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.9.11" } }, "nbformat": 4, "nbformat_minor": 5 }