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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"nbsphinx": "hidden"
},
"outputs": [],
"source": [
"from pystencils.session import *"
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},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Demo: Finite differences - 2D wave equation\n",
"\n",
"In this tutorial we show how to use the finite difference module of *pystencils* to solve a 2D wave equations. The time derivative is discretized by a simple forward Euler method."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"$$ \\frac{\\partial^2 u}{\\partial t^2} = \\mbox{div} \\left( q(x,y) \\nabla u \\right)$$"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We begin by creating three *numpy* arrays for the current, the previous and the next timestep. Actually we will see later that two fields are enough, but let's keep it simple. From these *numpy* arrays we create *pystencils* fields to formulate our update rule."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"size = (60, 70) # domain size\n",
"u_arrays = [np.zeros(size), np.zeros(size), np.zeros(size)]\n",
"\n",
"u_fields = [ps.Field.create_from_numpy_array(\"u%s\" % (name,), arr)\n",
" for name, arr in zip([\"0\", \"1\", \"2\"], u_arrays)]\n",
"\n",
"# Nicer display for fields\n",
"for i, field in enumerate(u_fields):\n",
" field.latex_name = \"u^{(%d)}\" % (i,)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"*pystencils* contains already simple rules to discretize the a diffusion term. The time discretization is done manually."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
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"$$\\frac{{{u^{(0)}}_{(0,0)}} - 2 {{u^{(1)}}_{(0,0)}} + {{u^{(2)}}_{(0,0)}}}{dt^{2}} = \\frac{{{u^{(1)}}_{(-1,0)}} + {{u^{(1)}}_{(0,-1)}} - 4 {{u^{(1)}}_{(0,0)}} + {{u^{(1)}}_{(0,1)}} + {{u^{(1)}}_{(1,0)}}}{dx^{2}}$$"
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],
"text/plain": [
"u_0_C - 2⋅u_1_C + u_2_C u_1_W + u_1_S - 4⋅u_1_C + u_1_N + u_1_E\n",
"─────────────────────── = ───────────────────────────────────────\n",
" 2 2 \n",
" dt dx "
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"discretize = ps.fd.Discretization2ndOrder()\n",
"\n",
"def central2nd_time_derivative(fields):\n",
" f_next, f_current, f_last = fields\n",
" return (f_next[0, 0] - 2 * f_current[0, 0] + f_last[0, 0]) / discretize.dt**2\n",
"\n",
"rhs = ps.fd.diffusion(u_fields[1], 1)\n",
"\n",
"wave_eq = sp.Eq(central2nd_time_derivative(u_fields), discretize(rhs))\n",
"\n",
"wave_eq = sp.simplify(wave_eq)\n",
"wave_eq"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The explicit Euler scheme is now obtained by solving above equation with respect to $u_C^{next}$."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
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"$${{u^{(2)}}_{(0,0)}} \\leftarrow \\frac{{{u^{(1)}}_{(-1,0)}} dt^{2} + {{u^{(1)}}_{(0,-1)}} dt^{2} - 4 {{u^{(1)}}_{(0,0)}} dt^{2} + {{u^{(1)}}_{(0,1)}} dt^{2} + {{u^{(1)}}_{(1,0)}} dt^{2} + dx^{2} \\left(- {{u^{(0)}}_{(0,0)}} + 2 {{u^{(1)}}_{(0,0)}}\\right)}{dx^{2}}$$"
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"text/plain": [
" 2 2 2 2 2 2 \n",
" u_1_W⋅dt + u_1_S⋅dt - 4⋅u_1_C⋅dt + u_1_N⋅dt + u_1_E⋅dt + dx ⋅(-u\n",
"u_2_C := ─────────────────────────────────────────────────────────────────────\n",
" 2 \n",
" dx \n",
"\n",
" \n",
"_0_C + 2⋅u_1_C)\n",
"───────────────\n",
" \n",
" "
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"u_next_C = u_fields[-1][0, 0]\n",
"update_rule = ps.Assignment(u_next_C, sp.solve(wave_eq, u_next_C)[0])\n",
"update_rule"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Before creating the kernel, we substitute numeric values for $dx$ and $dt$. \n",
"Then a kernel is created just like in the last tutorial."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
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"<div class=\"highlight\"><pre><span></span><span class=\"n\">FUNC_PREFIX</span> <span class=\"kt\">void</span> <span class=\"nf\">kernel</span><span class=\"p\">(</span><span class=\"kt\">double</span> <span class=\"o\">*</span> <span class=\"n\">RESTRICT</span> <span class=\"k\">const</span> <span class=\"n\">_data_u0</span><span class=\"p\">,</span> <span class=\"kt\">double</span> <span class=\"o\">*</span> <span class=\"n\">RESTRICT</span> <span class=\"k\">const</span> <span class=\"n\">_data_u1</span><span class=\"p\">,</span> <span class=\"kt\">double</span> <span class=\"o\">*</span> <span class=\"n\">RESTRICT</span> <span class=\"n\">_data_u2</span><span class=\"p\">)</span>\n",
"<span class=\"p\">{</span>\n",
" <span class=\"k\">for</span> <span class=\"p\">(</span><span class=\"kt\">int</span> <span class=\"n\">ctr_0</span> <span class=\"o\">=</span> <span class=\"mi\">1</span><span class=\"p\">;</span> <span class=\"n\">ctr_0</span> <span class=\"o\"><</span> <span class=\"mi\">59</span><span class=\"p\">;</span> <span class=\"n\">ctr_0</span> <span class=\"o\">+=</span> <span class=\"mi\">1</span><span class=\"p\">)</span>\n",
" <span class=\"p\">{</span>\n",
" <span class=\"kt\">double</span> <span class=\"o\">*</span> <span class=\"n\">RESTRICT</span> <span class=\"n\">_data_u2_00</span> <span class=\"o\">=</span> <span class=\"n\">_data_u2</span> <span class=\"o\">+</span> <span class=\"mi\">70</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">;</span>\n",
" <span class=\"kt\">double</span> <span class=\"o\">*</span> <span class=\"n\">RESTRICT</span> <span class=\"k\">const</span> <span class=\"n\">_data_u1_00</span> <span class=\"o\">=</span> <span class=\"n\">_data_u1</span> <span class=\"o\">+</span> <span class=\"mi\">70</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">;</span>\n",
" <span class=\"kt\">double</span> <span class=\"o\">*</span> <span class=\"n\">RESTRICT</span> <span class=\"k\">const</span> <span class=\"n\">_data_u0_00</span> <span class=\"o\">=</span> <span class=\"n\">_data_u0</span> <span class=\"o\">+</span> <span class=\"mi\">70</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">;</span>\n",
" <span class=\"kt\">double</span> <span class=\"o\">*</span> <span class=\"n\">RESTRICT</span> <span class=\"k\">const</span> <span class=\"n\">_data_u1_01</span> <span class=\"o\">=</span> <span class=\"n\">_data_u1</span> <span class=\"o\">+</span> <span class=\"mi\">70</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span> <span class=\"o\">+</span> <span class=\"mi\">70</span><span class=\"p\">;</span>\n",
" <span class=\"kt\">double</span> <span class=\"o\">*</span> <span class=\"n\">RESTRICT</span> <span class=\"k\">const</span> <span class=\"n\">_data_u1_0m1</span> <span class=\"o\">=</span> <span class=\"n\">_data_u1</span> <span class=\"o\">+</span> <span class=\"mi\">70</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span> <span class=\"o\">-</span> <span class=\"mi\">70</span><span class=\"p\">;</span>\n",
" <span class=\"k\">for</span> <span class=\"p\">(</span><span class=\"kt\">int</span> <span class=\"n\">ctr_1</span> <span class=\"o\">=</span> <span class=\"mi\">1</span><span class=\"p\">;</span> <span class=\"n\">ctr_1</span> <span class=\"o\"><</span> <span class=\"mi\">69</span><span class=\"p\">;</span> <span class=\"n\">ctr_1</span> <span class=\"o\">+=</span> <span class=\"mi\">1</span><span class=\"p\">)</span>\n",
" <span class=\"p\">{</span>\n",
" <span class=\"n\">_data_u2_00</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span> <span class=\"o\">=</span> <span class=\"mf\">0.25</span><span class=\"o\">*</span><span class=\"n\">_data_u1_00</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span> <span class=\"o\">+</span> <span class=\"mi\">1</span><span class=\"p\">]</span> <span class=\"o\">+</span> <span class=\"mf\">0.25</span><span class=\"o\">*</span><span class=\"n\">_data_u1_00</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span> <span class=\"o\">-</span> <span class=\"mi\">1</span><span class=\"p\">]</span> <span class=\"o\">+</span> <span class=\"mf\">0.25</span><span class=\"o\">*</span><span class=\"n\">_data_u1_01</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span> <span class=\"o\">+</span> <span class=\"mf\">0.25</span><span class=\"o\">*</span><span class=\"n\">_data_u1_0m1</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span> <span class=\"o\">-</span> <span class=\"mf\">1.0</span><span class=\"o\">*</span><span class=\"n\">_data_u0_00</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span> <span class=\"o\">+</span> <span class=\"mf\">1.0</span><span class=\"o\">*</span><span class=\"n\">_data_u1_00</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span><span class=\"p\">];</span>\n",
" <span class=\"p\">}</span>\n",
" <span class=\"p\">}</span>\n",
"<span class=\"p\">}</span>\n",
"</pre></div>\n"
],
"text/plain": [
"FUNC_PREFIX void kernel(double * RESTRICT const _data_u0, double * RESTRICT const _data_u1, double * RESTRICT _data_u2)\n",
"{\n",
" for (int ctr_0 = 1; ctr_0 < 59; ctr_0 += 1)\n",
" {\n",
" double * RESTRICT _data_u2_00 = _data_u2 + 70*ctr_0;\n",
" double * RESTRICT const _data_u1_00 = _data_u1 + 70*ctr_0;\n",
" double * RESTRICT const _data_u0_00 = _data_u0 + 70*ctr_0;\n",
" double * RESTRICT const _data_u1_01 = _data_u1 + 70*ctr_0 + 70;\n",
" double * RESTRICT const _data_u1_0m1 = _data_u1 + 70*ctr_0 - 70;\n",
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" for (int ctr_1 = 1; ctr_1 < 69; ctr_1 += 1)\n",
" {\n",
" _data_u2_00[ctr_1] = 0.25*_data_u1_00[ctr_1 + 1] + 0.25*_data_u1_00[ctr_1 - 1] + 0.25*_data_u1_01[ctr_1] + 0.25*_data_u1_0m1[ctr_1] - 1.0*_data_u0_00[ctr_1] + 1.0*_data_u1_00[ctr_1];\n",
" }\n",
" }\n",
"}"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"update_rule = update_rule.subs({discretize.dx: 0.1, discretize.dt: 0.05})\n",
"ast = ps.create_kernel(update_rule)\n",
"kernel = ast.compile()\n",
"\n",
"ps.show_code(ast)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[_data_u0, _data_u1, _data_u2]"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ast.get_parameters()"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{u0, u1, u2}"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ast.fields_accessed"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"To run simulation a suitable initial condition and boundary treatment is required. We chose an initial condition which is zero at the borders of the domain. The outermost layer is not changed by the update kernel, so we have an implicit homogenous Dirichlet boundary condition."
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"X,Y = np.meshgrid( np.linspace(0, 1, size[1]), np.linspace(0,1, size[0]))\n",
"Z = np.sin(2*X*np.pi) * np.sin(2*Y*np.pi)\n",
"\n",
"# Initialize the previous and current values with the initial function\n",
"np.copyto(u_arrays[0], Z)\n",
"np.copyto(u_arrays[1], Z)\n",
"# The values for the next timesteps do not matter, since they are overwritten\n",
"u_arrays[2][:, :] = 0"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"One timestep now consists of applying the kernel once, then shifting the arrays."
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"def run(timesteps=1):\n",
" for t in range(timesteps):\n",
" kernel(u0=u_arrays[0], u1=u_arrays[1], u2=u_arrays[2])\n",
" u_arrays[0], u_arrays[1], u_arrays[2] = u_arrays[1], u_arrays[2], u_arrays[0]\n",
" return u_arrays[2]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Lets create an animation of the solution:"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<video controls width=\"80%\">\n",
" <source 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\" type=\"video/mp4\">\n",
" Your browser does not support the video tag.\n",
"</video>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ani = plt.surface_plot_animation(run, zlim=(-1, 1))\n",
"ps.jupyter.display_as_html_video(ani)"
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},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"assert np.isfinite(np.max(u_arrays[2]))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"__LLVM backend__\n",
"\n",
"The next cell demonstrates how to run the same simulation with the LLVM backend. The only difference is that in the `create_kernel` function the `target` is set to llvm."
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<video controls width=\"80%\">\n",
" <source 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type=\"video/mp4\">\n",
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" Your browser does not support the video tag.\n",
"</video>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"try:\n",
" import llvmlite\n",
"except ImportError:\n",
" llvmlite=None\n",
" print('No llvmlite installed')\n",
"\n",
"if llvmlite:\n",
" kernel = ps.create_kernel(update_rule, target='llvm').compile()\n",
" \n",
" X,Y = np.meshgrid( np.linspace(0, 1, size[1]), np.linspace(0,1, size[0]))\n",
" Z = np.sin(2*X*np.pi) * np.sin(2*Y*np.pi)\n",
"\n",
" # Initialize the previous and current values with the initial function\n",
" np.copyto(u_arrays[0], Z)\n",
" np.copyto(u_arrays[1], Z)\n",
" # The values for the next timesteps do not matter, since they are overwritten\n",
" u_arrays[2][:, :] = 0\n",
" \n",
" def run_LLVM(timesteps=1):\n",
" for t in range(timesteps):\n",
" kernel(u0=u_arrays[0], u1=u_arrays[1], u2=u_arrays[2])\n",
" u_arrays[0], u_arrays[1], u_arrays[2] = u_arrays[1], u_arrays[2], u_arrays[0]\n",
" return u_arrays[2]\n",
" \n",
" ani = plt.surface_plot_animation(run_LLVM, zlim=(-1, 1))\n",
" assert np.isfinite(np.max(u_arrays[2]))\n",
"ps.jupyter.display_as_html_video(ani)"
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},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"__Runing on GPU__\n",
"\n",
"We can also run the same kernel on the GPU, by using the ``pycuda`` package."
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
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"<div class=\"highlight\"><pre><span></span><span class=\"n\">FUNC_PREFIX</span> <span class=\"nf\">__launch_bounds__</span><span class=\"p\">(</span><span class=\"mi\">256</span><span class=\"p\">)</span> <span class=\"kt\">void</span> <span class=\"n\">kernel</span><span class=\"p\">(</span><span class=\"kt\">double</span> <span class=\"o\">*</span> <span class=\"n\">RESTRICT</span> <span class=\"k\">const</span> <span class=\"n\">_data_u0</span><span class=\"p\">,</span> <span class=\"kt\">double</span> <span class=\"o\">*</span> <span class=\"n\">RESTRICT</span> <span class=\"k\">const</span> <span class=\"n\">_data_u1</span><span class=\"p\">,</span> <span class=\"kt\">double</span> <span class=\"o\">*</span> <span class=\"n\">RESTRICT</span> <span class=\"n\">_data_u2</span><span class=\"p\">)</span>\n",
"<span class=\"p\">{</span>\n",
" <span class=\"k\">if</span> <span class=\"p\">(</span><span class=\"n\">blockDim</span><span class=\"p\">.</span><span class=\"n\">x</span><span class=\"o\">*</span><span class=\"n\">blockIdx</span><span class=\"p\">.</span><span class=\"n\">x</span> <span class=\"o\">+</span> <span class=\"n\">threadIdx</span><span class=\"p\">.</span><span class=\"n\">x</span> <span class=\"o\">+</span> <span class=\"mi\">1</span> <span class=\"o\"><</span> <span class=\"mi\">59</span> <span class=\"o\">&&</span> <span class=\"n\">blockDim</span><span class=\"p\">.</span><span class=\"n\">y</span><span class=\"o\">*</span><span class=\"n\">blockIdx</span><span class=\"p\">.</span><span class=\"n\">y</span> <span class=\"o\">+</span> <span class=\"n\">threadIdx</span><span class=\"p\">.</span><span class=\"n\">y</span> <span class=\"o\">+</span> <span class=\"mi\">1</span> <span class=\"o\"><</span> <span class=\"mi\">69</span><span class=\"p\">)</span>\n",
" <span class=\"p\">{</span>\n",
" <span class=\"k\">const</span> <span class=\"kt\">int64_t</span> <span class=\"n\">ctr_0</span> <span class=\"o\">=</span> <span class=\"n\">blockDim</span><span class=\"p\">.</span><span class=\"n\">x</span><span class=\"o\">*</span><span class=\"n\">blockIdx</span><span class=\"p\">.</span><span class=\"n\">x</span> <span class=\"o\">+</span> <span class=\"n\">threadIdx</span><span class=\"p\">.</span><span class=\"n\">x</span> <span class=\"o\">+</span> <span class=\"mi\">1</span><span class=\"p\">;</span>\n",
" <span class=\"k\">const</span> <span class=\"kt\">int64_t</span> <span class=\"n\">ctr_1</span> <span class=\"o\">=</span> <span class=\"n\">blockDim</span><span class=\"p\">.</span><span class=\"n\">y</span><span class=\"o\">*</span><span class=\"n\">blockIdx</span><span class=\"p\">.</span><span class=\"n\">y</span> <span class=\"o\">+</span> <span class=\"n\">threadIdx</span><span class=\"p\">.</span><span class=\"n\">y</span> <span class=\"o\">+</span> <span class=\"mi\">1</span><span class=\"p\">;</span>\n",
" <span class=\"kt\">double</span> <span class=\"o\">*</span> <span class=\"n\">RESTRICT</span> <span class=\"n\">_data_u2_10</span> <span class=\"o\">=</span> <span class=\"n\">_data_u2</span> <span class=\"o\">+</span> <span class=\"n\">ctr_1</span><span class=\"p\">;</span>\n",
" <span class=\"kt\">double</span> <span class=\"o\">*</span> <span class=\"n\">RESTRICT</span> <span class=\"k\">const</span> <span class=\"n\">_data_u1_10</span> <span class=\"o\">=</span> <span class=\"n\">_data_u1</span> <span class=\"o\">+</span> <span class=\"n\">ctr_1</span><span class=\"p\">;</span>\n",
" <span class=\"kt\">double</span> <span class=\"o\">*</span> <span class=\"n\">RESTRICT</span> <span class=\"k\">const</span> <span class=\"n\">_data_u0_10</span> <span class=\"o\">=</span> <span class=\"n\">_data_u0</span> <span class=\"o\">+</span> <span class=\"n\">ctr_1</span><span class=\"p\">;</span>\n",
" <span class=\"kt\">double</span> <span class=\"o\">*</span> <span class=\"n\">RESTRICT</span> <span class=\"k\">const</span> <span class=\"n\">_data_u1_11</span> <span class=\"o\">=</span> <span class=\"n\">_data_u1</span> <span class=\"o\">+</span> <span class=\"n\">ctr_1</span> <span class=\"o\">+</span> <span class=\"mi\">1</span><span class=\"p\">;</span>\n",
" <span class=\"kt\">double</span> <span class=\"o\">*</span> <span class=\"n\">RESTRICT</span> <span class=\"k\">const</span> <span class=\"n\">_data_u1_1m1</span> <span class=\"o\">=</span> <span class=\"n\">_data_u1</span> <span class=\"o\">+</span> <span class=\"n\">ctr_1</span> <span class=\"o\">-</span> <span class=\"mi\">1</span><span class=\"p\">;</span>\n",
" <span class=\"n\">_data_u2_10</span><span class=\"p\">[</span><span class=\"mi\">70</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">]</span> <span class=\"o\">=</span> <span class=\"mf\">0.25</span><span class=\"o\">*</span><span class=\"n\">_data_u1_10</span><span class=\"p\">[</span><span class=\"mi\">70</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span> <span class=\"o\">+</span> <span class=\"mi\">70</span><span class=\"p\">]</span> <span class=\"o\">+</span> <span class=\"mf\">0.25</span><span class=\"o\">*</span><span class=\"n\">_data_u1_10</span><span class=\"p\">[</span><span class=\"mi\">70</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span> <span class=\"o\">-</span> <span class=\"mi\">70</span><span class=\"p\">]</span> <span class=\"o\">+</span> <span class=\"mf\">0.25</span><span class=\"o\">*</span><span class=\"n\">_data_u1_11</span><span class=\"p\">[</span><span class=\"mi\">70</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">]</span> <span class=\"o\">+</span> <span class=\"mf\">0.25</span><span class=\"o\">*</span><span class=\"n\">_data_u1_1m1</span><span class=\"p\">[</span><span class=\"mi\">70</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">]</span> <span class=\"o\">-</span> <span class=\"mf\">1.0</span><span class=\"o\">*</span><span class=\"n\">_data_u0_10</span><span class=\"p\">[</span><span class=\"mi\">70</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">]</span> <span class=\"o\">+</span> <span class=\"mf\">1.0</span><span class=\"o\">*</span><span class=\"n\">_data_u1_10</span><span class=\"p\">[</span><span class=\"mi\">70</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">];</span>\n",
" <span class=\"p\">}</span> \n",
"<span class=\"p\">}</span>\n",
"</pre></div>\n"
],
"text/plain": [
"FUNC_PREFIX __launch_bounds__(256) void kernel(double * RESTRICT const _data_u0, double * RESTRICT const _data_u1, double * RESTRICT _data_u2)\n",
"{\n",
" if (blockDim.x*blockIdx.x + threadIdx.x + 1 < 59 && blockDim.y*blockIdx.y + threadIdx.y + 1 < 69)\n",
" {\n",
" const int64_t ctr_0 = blockDim.x*blockIdx.x + threadIdx.x + 1;\n",
" const int64_t ctr_1 = blockDim.y*blockIdx.y + threadIdx.y + 1;\n",
" double * RESTRICT _data_u2_10 = _data_u2 + ctr_1;\n",
" double * RESTRICT const _data_u1_10 = _data_u1 + ctr_1;\n",
" double * RESTRICT const _data_u0_10 = _data_u0 + ctr_1;\n",
" double * RESTRICT const _data_u1_11 = _data_u1 + ctr_1 + 1;\n",
" double * RESTRICT const _data_u1_1m1 = _data_u1 + ctr_1 - 1;\n",
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" _data_u2_10[70*ctr_0] = 0.25*_data_u1_10[70*ctr_0 + 70] + 0.25*_data_u1_10[70*ctr_0 - 70] + 0.25*_data_u1_11[70*ctr_0] + 0.25*_data_u1_1m1[70*ctr_0] - 1.0*_data_u0_10[70*ctr_0] + 1.0*_data_u1_10[70*ctr_0];\n",
" } \n",
"}"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"try:\n",
" import pycuda\n",
"except ImportError:\n",
" pycuda=None\n",
" print('No pycuda installed')\n",
"\n",
"\n",
"res = None\n",
"if pycuda:\n",
" gpu_ast = ps.create_kernel(update_rule, target='gpu')\n",
" gpu_kernel = gpu_ast.compile()\n",
" res = ps.show_code(gpu_ast)\n",
"res"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The run function has to be changed now slightly, since the data has to be transfered to the GPU first, then the kernel can be executed, and in the end the data has to be transfered back"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"if pycuda:\n",
" import pycuda.gpuarray as gpuarray\n",
"\n",
" def run_on_gpu(timesteps=1):\n",
" # Transfer arrays to GPU\n",
" gpuArrs = [gpuarray.to_gpu(a) for a in u_arrays]\n",
"\n",
" for t in range(timesteps):\n",
" gpu_kernel(u0=gpuArrs[0], u1=gpuArrs[1], u2=gpuArrs[2])\n",
" gpuArrs[0], gpuArrs[1], gpuArrs[2] = gpuArrs[1], gpuArrs[2], gpuArrs[0]\n",
"\n",
" # Transfer arrays to CPU\n",
" for gpuArr, cpuArr in zip(gpuArrs, u_arrays):\n",
" gpuArr.get(cpuArr)\n",
"assert np.isfinite(np.max(u_arrays[2])) "
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
"if pycuda:\n",
" run_on_gpu(400)"
]
}
],
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