{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "### Example 6: Poisson equation\n", "\n", "In the previous example we have seen how to solve the steady-state Laplace equation with a prescribed boundary condition and BCs that contain derivatives (Neumann BC). For this we used a pseudo-timestepping to illustrate the use of two explicit data symbols of type `Function` to derive at a steady state. In this example we are going to solve the Poisson equation (step 10 of the original tutorial series) with an initial condition to demonstrate how we can combine time-dependent functions of type `TimeFunction` with time-constant `Function` symbols. We will again implement a Python-driven outer loop for the diffusion kernel, before demonstrating how we can change the expression defining our operator to internalize the pseudo-timestepping and thus get the full performance advantage of compiled kernel loops.\n", "\n", "Our governing equation is the Poisson equation with a source term as the RHS:\n", "$$\\frac{\\partial ^2 p}{\\partial x^2} + \\frac{\\partial ^2 p}{\\partial y^2} = b$$\n", "\n", "Discretizing and rearranging our stencil expression yields\n", "$$p_{i,j}^{n}=\\frac{(p_{i+1,j}^{n}+p_{i-1,j}^{n})\\Delta y^2+(p_{i,j+1}^{n}+p_{i,j-1}^{n})\\Delta x^2-b_{i,j}^{n}\\Delta x^2\\Delta y^2}{2(\\Delta x^2+\\Delta y^2)}$$\n", "\n", "The key difference to the Laplace example in the previous tutorial is that this example has simple Dirichlet boundary conditions $p = 0$ on all boundaries and is instead driven by the source term $b$ defined as\n", "\n", "$b_{i,j}=100$ at $i=nx/4,\\ j=ny/4$\n", "\n", "$b_{i,j}=-100$ at $i=3/4 nx,\\ j=3/4 ny$\n", "\n", "$b_{i,j}=0$ everywhere else.\n", "\n", "And of course, we will demonstrate the original example first using pure NumPy notation." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from examples.cfd import plot_field\n", "import numpy as np\n", "%matplotlib inline\n", "\n", "# Some variable declarations\n", "nx = 50\n", "ny = 50\n", "nt = 100\n", "xmin = 0.\n", "xmax = 2.\n", "ymin = 0.\n", "ymax = 1.\n", "\n", "dx = (xmax - xmin) / (nx - 1)\n", "dy = (ymax - ymin) / (ny - 1)\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# Initialization\n", "p = np.zeros((nx, ny))\n", "pd = np.zeros((nx, ny))\n", "b = np.zeros((nx, ny))\n", "\n", "# Source\n", "b[int(nx / 4), int(ny / 4)] = 100\n", "b[int(3 * nx / 4), int(3 * ny / 4)] = -100" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 2.41 ms, sys: 0 ns, total: 2.41 ms\n", "Wall time: 2.22 ms\n" ] } ], "source": [ "%%time\n", "# NBVAL_IGNORE_OUTPUT\n", "for _ in range(nt):\n", " pd = p.copy()\n", " p[1:-1, 1:-1] = (((pd[1:-1, 2:] + pd[1:-1, :-2]) * dy**2 +\n", " (pd[2:, 1:-1] + pd[:-2, 1:-1]) * dx**2 -\n", " b[1:-1, 1:-1] * dx**2 * dy**2) /\n", " (2 * (dx**2 + dy**2)))\n", "\n", " p[0, :] = 0\n", " p[nx-1, :] = 0\n", " p[:, 0] = 0\n", " p[:, ny-1] = 0\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "plot_field(p, xmax=xmax, ymax=ymax, view=(30, 225))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now pretty much use our previous implementation, although we will use `pd` instead of `pn` for consistency with the original. Our boundary conditions are even simpler since they are $0$ everywhere. Our source term is neatly wrapped in the symbol `b` and we can again use a Python-driven timestepping loop with switching buffers to repeatedly execute the operator we create." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "from devito import Grid, Function, TimeFunction, Operator, configuration, Eq, solve\n", "\n", "# Silence the runtime performance logging\n", "configuration['log-level'] = 'ERROR'\n", "\n", "grid = Grid(shape=(nx, ny), extent=(xmax, ymax))\n", "p = Function(name='p', grid=grid, space_order=2)\n", "pd = Function(name='pd', grid=grid, space_order=2)\n", "p.data[:] = 0.\n", "pd.data[:] = 0.\n", "\n", "# Initialise the source term `b`\n", "b = Function(name='b', grid=grid)\n", "b.data[:] = 0.\n", "b.data[int(nx / 4), int(ny / 4)] = 100\n", "b.data[int(3 * nx / 4), int(3 * ny / 4)] = -100\n", "\n", "# Create Laplace equation base on `pd`\n", "eq = Eq(pd.laplace, b, subdomain=grid.interior)\n", "# Let SymPy solve for the central stencil point\n", "stencil = solve(eq, pd)\n", "# # Now we let our stencil populate our second buffer `p`\n", "eq_stencil = Eq(p, stencil)\n", "\n", "# Create boundary condition expressions\n", "x, y = grid.dimensions\n", "t = grid.stepping_dim\n", "bc = [Eq(p[x, 0], 0.)]\n", "bc += [Eq(p[x, ny-1], 0.)]\n", "bc += [Eq(p[0, y], 0.)]\n", "bc += [Eq(p[nx-1, y], 0.)]\n", "\n", "# Now we can build the operator that we need\n", "op = Operator([eq_stencil] + bc)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 1.23 s, sys: 1.97 ms, total: 1.23 s\n", "Wall time: 279 ms\n" ] } ], "source": [ "%%time\n", "# NBVAL_IGNORE_OUTPUT\n", "\n", "# Run the outer loop explicitly in Python\n", "for i in range(nt):\n", " # Determine buffer order\n", " if i % 2 == 0:\n", " _p = p\n", " _pd = pd\n", " else:\n", " _p = pd\n", " _pd = p\n", "\n", " # Apply operator\n", " op(p=_p, pd=_pd)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "# Plot result\n", "plot_field(p.data, xmax=xmax, ymax=ymax, view=(30, 225))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Nice, we get the same spikes as the pure NumPy implementation. But we still drive the time loop though Python, which is slow. So let's try and utilise Devito's time-stepping mechanism that we saw earlier for this \"pseudo-timestepping\".\n", "\n", "The trick here is to again use `TimeFunction` symbols, despite the lack of a time-dependence. This will cause Devito to allocate two grid buffers instead of one, which we can directly address them via the terms `p` and `p.forward`. This will now create an internal time loop in the kernel that we can again control by supplying the `time` argument to the create operator during invocation.\n", "\n", "One caveat, however, is that a `TimeFunction` symbol has an implicit time dimension `t`, so the symbol is denoted as `p(t, x, y)`. This entails that, when creating our boundary condition expressions, we now need honour the leading time dimension in the \"low-level\" notation, and ensure that we update the index `t + 1` (the equivalent to `u.forward`)." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "# Now with Devito we will turn `p` into `TimeFunction` object\n", "# to make all the buffer switching implicit\n", "p = TimeFunction(name='p', grid=grid, space_order=2)\n", "p.data[:] = 0.\n", "\n", "\n", "# Initialise the source term `b`\n", "b = Function(name='b', grid=grid)\n", "b.data[:] = 0.\n", "b.data[int(nx / 4), int(ny / 4)] = 100\n", "b.data[int(3 * nx / 4), int(3 * ny / 4)] = -100\n", "\n", "# Create Laplace equation base on `p`\n", "eq = Eq(p.laplace, b)\n", "# Let SymPy solve for the central stencil point\n", "stencil = solve(eq, p)\n", "# Let our stencil populate the buffer `p.forward`\n", "eq_stencil = Eq(p.forward, stencil)\n", "\n", "# Create boundary condition expressions\n", "# Note that we now add an explicit \"t + 1\" for the time dimension.\n", "bc = [Eq(p[t + 1, x, 0], 0.)]\n", "bc += [Eq(p[t + 1, x, ny-1], 0.)]\n", "bc += [Eq(p[t + 1, 0, y], 0.)]\n", "bc += [Eq(p[t + 1, nx-1, y], 0.)]" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 33.3 ms, sys: 2.84 ms, total: 36.2 ms\n", "Wall time: 121 ms\n" ] }, { "data": { "text/plain": [ "PerformanceSummary([(PerfKey(name='section0', rank=None),\n", " PerfEntry(time=0.001138999999999999, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section1', rank=None),\n", " PerfEntry(time=0.0004259999999999995, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "configuration['log-level'] = 'ERROR'\n", "# Create and execute the operator for a number of timesteps\n", "op = Operator([eq_stencil] + bc)\n", "%time op(time=nt)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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