{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## The 2D diffusion equation on GPUs, in minutes\n", "\n", "This notebook implements, for a given initial density profile, a solver for the 2D diffusion equation using an explicit finite difference scheme with 'do-nothing' conditions on the boundaries (and hence will not provide a reasonable solution once the profile has diffused to a boundary)." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# Some imports we will need below\n", "import numpy as np\n", "from devito import *\n", "import matplotlib.pyplot as plt \n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Solver implementation\n", "\n", "We start by creating a Cartesian `Grid` representing the computational domain:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "nx, ny = 100, 100\n", "grid = Grid(shape=(nx, ny))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To represent the density, we use a `TimeFunction` -- a scalar, discrete function encapsulating space- and time-varying data. We also use a `Constant` for the diffusion coefficient." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "u = TimeFunction(name='u', grid=grid, space_order=2, save=200)\n", "c = Constant(name='c')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The 2D diffusion equation is expressed as:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "eqn = Eq(u.dt, c * u.laplace)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From this diffusion equation we derive our time-marching method -- at each timestep, we compute `u` at timestep `t+1`, which in the Devito language is represented by `u.forward`. Hence:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "step = Eq(u.forward, solve(eqn, u.forward))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "OK, it's time to let Devito generate code for our solver!" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "op = Operator([step])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Before executing the `Operator` we must first specify the initial density profile. Here, we place a \"ring\" with a constant density value in the center of the domain." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "xx, yy = np.meshgrid(np.linspace(0., 1., nx, dtype=np.float32),\n", " np.linspace(0., 1., ny, dtype=np.float32))\n", "r = (xx - .5)**2. + (yy - .5)**2.\n", "# Inserting the ring\n", "u.data[0, np.logical_and(.05 <= r, r <= .1)] = 1." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We're now ready to execute the `Operator`. We run it with a diffusion coefficient of 0.5 and for a carefully chosen `dt`. Unless specified otherwise, the simulation runs for 199 timesteps as specified in the definition of `u` (i.e. the function was defined with `save=200` the initial data + 199 new timesteps)." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "tags": [ "nbval-ignore-output" ] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Operator `Kernel` ran in 0.01 s\n" ] } ], "source": [ "stats = op.apply(dt=5e-05, c=0.5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Initial conditions and snapshots every 40 timesteps" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "tags": [ "nbval-ignore-output" ] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/gb4018/workspace/environments/python-3.10/lib/python3.10/site-packages/numpy/core/getlimits.py:549: UserWarning: The value of the smallest subnormal for type is zero.\n", " setattr(self, word, getattr(machar, word).flat[0])\n", "/home/gb4018/workspace/environments/python-3.10/lib/python3.10/site-packages/numpy/core/getlimits.py:89: UserWarning: The value of the smallest subnormal for type is zero.\n", " return self._float_to_str(self.smallest_subnormal)\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.rcParams['figure.figsize'] = (20, 20)\n", "for i in range(1, 6):\n", " plt.subplot(1, 6, i)\n", " plt.imshow(u.data[(i-1)*40])\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### GPU-parallel solver\n", "\n", "Let us now generate a GPU implementation of the same solver. It's actually straightforward!" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "# Instead of `platform=nvidiaX`, you may run your Python code with\n", "# the environment variable `DEVITO_PLATFORM=nvidiaX`\n", "\n", "# We also need the `gpu-fit` option to tell Devito that `u` will definitely\n", "# fit in the GPU memory. This is necessary every time a TimeFunction with\n", "# `save != None` is used. Otherwise, Devito could generate code such that\n", "# `u` gets streamed between the CPU and the GPU, but for this advanced \n", "# feature you will need `devitopro`.\n", "op = Operator([step], platform='nvidiaX', opt=('advanced', {'gpu-fit': u}))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**That's it!** We can now run it exactly as before" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "# Uncomment and run only if Devito was installed with GPU support.\n", "# stats = op.apply(dt=5e-05, c=0.5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We should see a big performance difference between the two runs. We can also inspect `op` to see what Devito has generated to run on the GPU" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "#define _POSIX_C_SOURCE 200809L\n", "#define uL0(time,x,y) u[(time)*x_stride0 + (x)*y_stride0 + (y)]\n", "#define START(S) struct timeval start_ ## S , end_ ## S ; gettimeofday(&start_ ## S , NULL);\n", "#define STOP(S,T) gettimeofday(&end_ ## S, NULL); T->S += (double)(end_ ## S .tv_sec-start_ ## S.tv_sec)+(double)(end_ ## S .tv_usec-start_ ## S .tv_usec)/1000000;\n", "\n", "#include \"stdlib.h\"\n", "#include \"math.h\"\n", "#include \"sys/time.h\"\n", "#include \"omp.h\"\n", "\n", "struct dataobj\n", "{\n", " void *restrict data;\n", " unsigned long * size;\n", " unsigned long * npsize;\n", " unsigned long * dsize;\n", " int * hsize;\n", " int * hofs;\n", " int * oofs;\n", " void * dmap;\n", "} ;\n", "\n", "struct profiler\n", "{\n", " double section0;\n", "} ;\n", "\n", "\n", "int Kernel(const float c, struct dataobj *restrict u_vec, const float dt, const float h_x, const float h_y, const int time_M, const int time_m, const int x_M, const int x_m, const int y_M, const int y_m, const int deviceid, const int devicerm, struct profiler * timers)\n", "{\n", " /* Begin of OpenMP setup */\n", " if (deviceid != -1)\n", " {\n", " omp_set_default_device(deviceid);\n", " }\n", " /* End of OpenMP setup */\n", "\n", " float *u = (float *) u_vec->data;\n", "\n", " #pragma omp target enter data map(to: u[0:u_vec->size[0]*u_vec->size[1]*u_vec->size[2]])\n", "\n", " const long x_fsz0 = u_vec->size[1];\n", " const long y_fsz0 = u_vec->size[2];\n", "\n", " const long x_stride0 = x_fsz0*y_fsz0;\n", " const long y_stride0 = y_fsz0;\n", "\n", " float r0 = 1.0F/dt;\n", " float r1 = 1.0F/(h_x*h_x);\n", " float r2 = 1.0F/(h_y*h_y);\n", "\n", " for (int time = time_m; time <= time_M; time += 1)\n", " {\n", " START(section0)\n", " #pragma omp target teams distribute parallel for collapse(2)\n", " for (int x = x_m; x <= x_M; x += 1)\n", " {\n", " for (int y = y_m; y <= y_M; y += 1)\n", " {\n", " float r3 = -2.0F*uL0(time, x + 2, y + 2);\n", " uL0(time + 1, x + 2, y + 2) = dt*(c*(r3*r1 + r3*r2 + r1*uL0(time, x + 1, y + 2) + r1*uL0(time, x + 3, y + 2) + r2*uL0(time, x + 2, y + 1) + r2*uL0(time, x + 2, y + 3)) + r0*uL0(time, x + 2, y + 2));\n", " }\n", " }\n", " STOP(section0,timers)\n", " }\n", "\n", " #pragma omp target update from(u[0:u_vec->size[0]*u_vec->size[1]*u_vec->size[2]])\n", " #pragma omp target exit data map(release: u[0:u_vec->size[0]*u_vec->size[1]*u_vec->size[2]]) if(devicerm)\n", "\n", " return 0;\n", "}\n", "\n" ] } ], "source": [ "print(op)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "@webio": { "lastCommId": null, "lastKernelId": null }, "hide_input": false, "kernelspec": { "display_name": "Python 3.8.10 ('base')", "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": "3.10.12" }, "latex_envs": { "LaTeX_envs_menu_present": true, "autoclose": false, "autocomplete": true, "bibliofile": "biblio.bib", "cite_by": "apalike", "current_citInitial": 1, "eqLabelWithNumbers": true, "eqNumInitial": 1, "hotkeys": { "equation": "Ctrl-E", "itemize": "Ctrl-I" }, "labels_anchors": false, "latex_user_defs": false, "report_style_numbering": false, "user_envs_cfg": false }, "vscode": { "interpreter": { "hash": "a7254acacff5b90ae79be6e20d71ead9b51583754563e5a7fcca685ef3a2ca11" } }, "widgets": { "state": {}, "version": "1.1.2" } }, "nbformat": 4, "nbformat_minor": 4 }