{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Adaptive PDE discretizations on Cartesian grids\n", "## Volume : Non-divergence form PDEs\n", "## Part : Eikonal equation and variants\n", "## Chapter : Shape from shading with oblique lighting" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this notebook, we propose a discretization of the shape from shading PDE, which reads\n", "\\begin{equation}\n", " I(p) = I_0 a \\frac{\\alpha \\partial_x u(p) + \\beta \\partial_y u(p) + \\gamma}{\\sqrt{1+\\|\\nabla u(p)\\|^2}}\n", "\\end{equation}\n", "for all $p \\in \\Omega$, and $u(p) = 0$ for all $p \\in \\partial \\Omega$.\n", "\n", "we denoted:\n", "- $\\Omega\\subset \\mathbb R^2$ is a bounded domain.\n", "- $u : \\Omega \\to \\mathbb R$ is an unknown surface elevation, to be computed.\n", "- $I_0$ is the light source intensity, and $a$ the albedo of the surface.\n", "- $I: \\Omega \\to \\mathbb R_+$ the reflected intensity.\n", "- The vector $(\\alpha, \\beta, -\\gamma)$ is unit and defines the incident direction of the light rays, and $\\gamma>0$. Without loss of generality, up to a reflection of the axes, we can assume that $\\alpha\\geq 0$ and $\\gamma\\geq 0$.\n", "\n", "The modeling is that the normal to the surface is proportional $(-\\nabla u(p), 1)$, hence the deposited light density is proportional to the cosine of the angle difference\n", "\\begin{equation}\n", "\\frac{(-\\nabla u(p),1)}{\\sqrt{1+\\|\\nabla u(p)\\|^2}} \\cdot (\\alpha, \\beta, -\\gamma).\n", "\\end{equation}\n", "We make the assumption $I(p)>0$ everywhere, which amounts to say that no shadows are cast. It implies that the above scalar product is positive.\n", "\n", "**Note** The numerical method developed in this notebook does not take advantage of the specific techniques developed for Anisotropic Monotone PDEs." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[**Summary**](Summary.ipynb) of volume Non-Divergence form PDEs, this series of notebooks.\n", "\n", "[**Main summary**](../Summary.ipynb) of the Adaptive Grid Discretizations \n", "\tbook of notebooks, including the other volumes.\n", "\n", "# Table of contents\n", " * [1. Reformulation of the PDE and discretization](#1.-Reformulation-of-the-PDE-and-discretization)\n", " * [2. Implementation](#2.-Implementation)\n", " * [3. Testing](#3.-Testing)\n", " * [3.1 Problem setting](#3.1-Problem-setting)\n", " * [3.2 Consistency checks](#3.2-Consistency-checks)\n", " * [3.3 Numerical solution](#3.3-Numerical-solution)\n", " * [3.4 Other numerical examples](#3.4-Other-numerical-examples)\n", " * [4. GPU acceleration](#4.-GPU-acceleration)\n", "\n", "\n", "\n", "**Acknowledgement.** Some of the experiments presented in these notebooks are part of \n", "ongoing research with Ludovic Métivier and Da Chen.\n", "\n", "Copyright Jean-Marie Mirebeau, Centre Borelli, ENS Paris-Saclay, CNRS, University Paris-Saclay" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 0. Importing the required libaries" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2024-04-30T08:50:41.600017Z", "iopub.status.busy": "2024-04-30T08:50:41.599703Z", "iopub.status.idle": "2024-04-30T08:50:41.608603Z", "shell.execute_reply": "2024-04-30T08:50:41.608133Z" } }, "outputs": [], "source": [ "import sys; sys.path.insert(0,\"..\") # Allow import of agd from parent directory (useless if conda package installed)\n", "#from Miscellaneous import TocTools; TocTools.displayTOC('ShapeFromShading','NonDiv')" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2024-04-30T08:50:41.611362Z", "iopub.status.busy": "2024-04-30T08:50:41.611159Z", "iopub.status.idle": "2024-04-30T08:50:41.826189Z", "shell.execute_reply": "2024-04-30T08:50:41.825870Z" }, "tags": [ "ExportCode" ] }, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Reformulation of the PDE and discretization\n", "\n", "We rewrite the PDE as \n", "$$\n", "c(p) \\sqrt{1+\\|\\nabla u(p)\\|^2} = (\\alpha,\\beta) \\cdot \\nabla u(p) + \\gamma,\n", "$$\n", "where $c(p) := I(p)/(I_0 a)$. \n", "\n", "Let us denote this equation as $lhs=rhs$. In order to solve it we need to design a monotone scheme for one of the following.\n", "\n", "**Note on squaring both sides of the inequality.**\n", "It is very tempting to get rid of the square root, and consider the system $lhs^2 - rhs^2 = 0$, which is a quadratic function with respect to $\\nabla u(p)$. However, the second degree part in this equation is not positive definite in general, unless we do strong assumptions on the coefficients.\n", "After some thinking, this approach is abandoned.\n", "\n", "\n", "**Discretization.** We consider the PDE $lhs - rhs = 0$, which we discretize as follows:\n", "$$\n", " c(p)\\sqrt{1+(\\delta^+_x u(p))^2 + (\\delta_y^+ u(p))^2} +\\alpha D^+_{-x} u(p) + \\beta D^+_{-x} u(p) - \\gamma = 0,\n", "$$\n", "where we denoted \n", "\\begin{align}\n", " \\delta_x^+ u(p) &:= h^{-1}\\max \\{0,u(p)-u(p-h e_x), u(p)-u(p+h e_x)\\}, \\\\\n", " D^+_{-x} u(p) &= h^{-1}(u(p)-u(p+h e_x)),\n", "\\end{align}\n", "with $e_x = (1,0)$ the unit vector along the $x$-axis, and $h$ the gridscale. Likewise in the $y$ direction.\n", "\n", "**Existence of a solution.** \n", "The above discrete system of equations admits a sub-solution and a super solution, obtained as affine functions\n", "$$\n", " u(p) = C + p\\cdot v.\n", "$$\n", "\n", "The constant term $C$ should be chosen so as to be below or above zero respectively at the boundary. The gradient should be chosen as follows.\n", "- sub-solution. Choose $v = (\\alpha,\\beta)/\\gamma$ so that one has the equality $(\\alpha,\\beta)\\cdot v+\\gamma = \\sqrt{1+\\|v\\|^2}$ - indeed $\\alpha^2+\\beta^2+\\gamma^2 =1$ by assumption. Conclude recalling that $c(p)<1$.\n", "- super-solution. Choose an $v$ such that $(\\alpha,\\beta) \\cdot v + \\gamma = 0$. (The argument in the case of purely vertical illumination $\\alpha=\\beta=0$ is different.) Conclude recalling that $c(p)>0$. \n", "\n", "\n", "\n", "Since the discretization is monotone, there is a solution.\n", "\n", "**Jacobi iteration.**\n", "We start with $u_0 = 0$, and iteratively obtain $u_{n+1}$ by solving pointwise a univariate equation. This equation is such that $u_{n+1}(p)$, with neighboring values unchanged, solves the discretized equation.\n", "\n", "By monotony of the discretization, and since the initialization is a sub-solution, this defines an increasing sequence of sub-solutions. The sequence converges, and the limit is a solution." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Implementation\n", "\n", "The Jacobi iteration requires solving the following equation\n", "\\begin{equation}\n", " c(p)\\sqrt{1+\\frac{(\\lambda-v_x)^2_+ +(\\lambda-v_y)^2_+}{h^2}} + \\alpha \\frac{\\lambda-w_x} h +\\beta\\frac{\\lambda-w_y} h - \\gamma = 0,\n", "\\end{equation}\n", "where $a_+ := \\max\\{0,a\\}$ for any $a \\in \\mathbb R$, and where\n", "\\begin{align}\n", " v_x & := \\min\\{u(x+h e_x),u(x-he_x)\\}, & \n", " w_x & := u(x+h e_x),\n", "\\end{align}\n", "and likewise for $v_y$, $w_y$.\n", "\n", "We write this as $lhs^2 == rhs^2$, solve a quadratic equation. Then we select the single root $\\lambda$ such that \n", "\\begin{equation}\n", "\\gamma \\geq \\alpha \\frac{\\lambda-w_x} h + \\beta \\frac{\\lambda-w_y} h.\n", "\\end{equation}\n", "This must be the smallest root.\n", "If the obtained value satisfies $\\lambda=0,a!=0)\n", " u = 0*cp;\n", " # TODO : Is that the correct root selection ?\n", " u[good] = (b[good]+np.sqrt(delta[good]))/a[good] \n", "\n", " vmax = np.maximum(vx,vy)\n", " good = np.logical_and(good,u>=vmax)\n", " \n", " # Trying with one active positive part\n", " # TODO : restrict computations to not good points to save cpu time ?\n", " \n", " vmin = np.minimum(vx,vy)\n", " a = (cp**2 - (alpha+beta)**2)\n", " b = cp**2 *vmin - (alpha+beta)*(alpha*wx+beta*wy+h*gamma)\n", " c = cp**2*(h**2+vmin**2)-(gamma*h+alpha*wx+beta*wy)**2\n", "\n", " delta = b**2 - a*c\n", " ggood = np.logical_and(np.logical_and(delta>=0,a!=0), 1-good)\n", " u[ggood] = (b[ggood] +np.sqrt(delta[ggood]))/a[ggood]\n", " \n", " good = np.logical_or(good,np.logical_and(ggood,u>=vmin))\n", " \n", " # No active positive part\n", " # equation becomes linear, a lambda - b = 0\n", " a = alpha+beta+0.*cp\n", " b = alpha*wx+beta*wy +gamma*h - cp*h\n", " bad = np.logical_not(good)\n", " u[bad]=b[bad]/a[bad]\n", " return u\n", " \n", "def JacobiIteration(u,Omega,c,params):\n", " \"\"\"\n", " One Jacobi iteration, returning the pointwise solution λ to the numerical scheme.\n", " \"\"\"\n", " wx = np.roll(u,-1,axis=0)\n", " wy = np.roll(u,-1,axis=1)\n", " vx = np.minimum(wx,np.roll(u,1,axis=0))\n", " vy = np.minimum(wy,np.roll(u,1,axis=1))\n", " \n", "# sol=LocalSolve(c,vx,vy,wx,wy,params)\n", " sol = u+LocalSolve(c,vx-u,vy-u,wx-u,wy-u,params)\n", " u[Omega] = sol[Omega]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Testing\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 3.1 Problem setting\n", "\n", "Let choose a coordinate system, and the model parameters." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2024-04-30T08:50:41.838654Z", "iopub.status.busy": "2024-04-30T08:50:41.838570Z", "iopub.status.idle": "2024-04-30T08:50:41.840797Z", "shell.execute_reply": "2024-04-30T08:50:41.840571Z" } }, "outputs": [], "source": [ "# Coordinate system\n", "h=1/100.\n", "X,Y = np.meshgrid(np.arange(0,1,h),np.arange(0,1,h),indexing='ij')\n", "\n", "# Shading parameters\n", "ω = 0.15*np.array([1,2])\n", "α,β,γ = np.append(ω,1)/np.linalg.norm(np.append(ω,1))\n", "\n", "params = α,β,γ,h" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2024-04-30T08:50:41.842118Z", "iopub.status.busy": "2024-04-30T08:50:41.842036Z", "iopub.status.idle": "2024-04-30T08:50:41.845019Z", "shell.execute_reply": "2024-04-30T08:50:41.844775Z" } }, "outputs": [ { "data": { "text/plain": [ "(0.14221363894199318, 0.28442727788398636, 0.9480909262799545)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "α,β,γ" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The test functions." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2024-04-30T08:50:41.846405Z", "iopub.status.busy": "2024-04-30T08:50:41.846325Z", "iopub.status.idle": "2024-04-30T08:50:41.849183Z", "shell.execute_reply": "2024-04-30T08:50:41.848942Z" }, "tags": [ "ExportCode" ] }, "outputs": [], "source": [ "def OneBump(x,y):\n", " bump = 0.5-3.*((x-0.5)**2+(y-0.5)**2)\n", " return np.maximum(bump, np.zeros_like(x))\n", "\n", "def ThreeBumps(x,y):\n", " bump1 = 0.3-3*((x-0.4)**2+(y-0.5)**2)\n", " bump2 = 0.25-3*((x-0.65)**2+(y-0.6)**2)\n", " bump3 = 0.25-3*((x-0.6)**2+(y-0.35)**2)\n", " return np.maximum.reduce([bump1,bump2,bump3,np.zeros_like(bump1)])\n", "\n", "def Volcano(x,y):\n", " r = np.sqrt((x-0.5)**2+(y-0.5)**2)\n", " volcano = 0.05+1.5*(1+x)*(r**2-6*r**4)\n", " return np.maximum(volcano, np.zeros_like(x))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We generate a synthetic problem, and a synthetic r.h.s, by evaluating the differential operator on the test function. " ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2024-04-30T08:50:41.850545Z", "iopub.status.busy": "2024-04-30T08:50:41.850469Z", "iopub.status.idle": "2024-04-30T08:50:41.852474Z", "shell.execute_reply": "2024-04-30T08:50:41.852239Z" }, "tags": [ "ExportCode" ] }, "outputs": [], "source": [ "def GenerateRHS(height,params):\n", " α,β,γ,h = params\n", " hx,hy = np.gradient(height,h)\n", " Intensity = (α*hx+β*hy+γ)/np.sqrt(1+hx**2+hy**2)\n", " Omega = height>0\n", " return Intensity,Omega" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2024-04-30T08:50:41.853753Z", "iopub.status.busy": "2024-04-30T08:50:41.853672Z", "iopub.status.idle": "2024-04-30T08:50:41.855718Z", "shell.execute_reply": "2024-04-30T08:50:41.855469Z" } }, "outputs": [], "source": [ "height = Volcano(X,Y)\n", "Intensity,Omega = GenerateRHS(height,params)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2024-04-30T08:50:41.857025Z", "iopub.status.busy": "2024-04-30T08:50:41.856945Z", "iopub.status.idle": "2024-04-30T08:50:42.037805Z", "shell.execute_reply": "2024-04-30T08:50:42.037534Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=[14,5])\n", "\n", "plt.subplot(1,2,1)\n", "plt.title(\"Level lines of the height function to be recovered\")\n", "plt.contourf(X,Y,height); plt.colorbar(); plt.axis('equal')\n", "\n", "plt.subplot(1,2,2)\n", "plt.title(\"Level lines of the light intensity\")\n", "plt.contourf(X,Y,Intensity); plt.colorbar(); plt.axis('equal');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 3.2 Consistency checks\n", "\n", "Our discretization requires that the reflected intensity is positive everywhere." ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2024-04-30T08:50:42.039334Z", "iopub.status.busy": "2024-04-30T08:50:42.039229Z", "iopub.status.idle": "2024-04-30T08:50:42.041191Z", "shell.execute_reply": "2024-04-30T08:50:42.040959Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Minimal reflected intensity : 0.0642842362123776\n" ] } ], "source": [ "print(f\"Minimal reflected intensity : {np.min(Intensity)}\")\n", "assert np.min(Intensity)>0" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us check that the numerical scheme, evaluated on the solution, yields a small residue. The residue is not exactly zero because numpy relies on centered finite differences (except along the boundary), which differ from the upwind finite differences used within our numerical scheme. This residue is largest where the height map is not differentiable, in particular along the boundary of the domain $\\Omega$." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "execution": { "iopub.execute_input": "2024-04-30T08:50:42.042586Z", "iopub.status.busy": "2024-04-30T08:50:42.042486Z", "iopub.status.idle": "2024-04-30T08:50:42.129941Z", "shell.execute_reply": "2024-04-30T08:50:42.129637Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.title(\"Residue of the numerical scheme applied to the known solution\")\n", "plt.contourf(X,Y,EvalScheme(Intensity,height,height,params));\n", "plt.colorbar();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 3.3 Numerical solution\n", "\n", "For faster convergence, we start with an over-estimate of the solution." ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "execution": { "iopub.execute_input": "2024-04-30T08:50:42.131542Z", "iopub.status.busy": "2024-04-30T08:50:42.131431Z", "iopub.status.idle": "2024-04-30T08:50:42.133347Z", "shell.execute_reply": "2024-04-30T08:50:42.133077Z" } }, "outputs": [], "source": [ "U=np.ones_like(X); U[np.logical_not(Omega)]=0; # Start with an overestimate : fast convergence\n", "#U=np.zeros_like(X) # Start with an under-estimate : slow convergence" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "After enough Jacobi iterations, we obtain the numerical solution to the scheme." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "execution": { "iopub.execute_input": "2024-04-30T08:50:42.134727Z", "iopub.status.busy": "2024-04-30T08:50:42.134625Z", "iopub.status.idle": "2024-04-30T08:50:42.450580Z", "shell.execute_reply": "2024-04-30T08:50:42.450159Z" } }, "outputs": [], "source": [ "for i in range(800):\n", " JacobiIteration(U,Omega,Intensity,[α,β,γ,h])" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "execution": { "iopub.execute_input": "2024-04-30T08:50:42.452325Z", "iopub.status.busy": "2024-04-30T08:50:42.452216Z", "iopub.status.idle": "2024-04-30T08:50:42.454410Z", "shell.execute_reply": "2024-04-30T08:50:42.454158Z" } }, "outputs": [], "source": [ "residue = EvalScheme(Intensity,U,U,params)[Omega]\n", "assert np.allclose(residue,0.)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The proposed approach is able to reconstruct a large portion of the height maps, but not everything. In particular, the hole in the middle of the volcano is *not* reproduced. This is an intrinsic limitation of the approach based on viscosity solutions." ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "execution": { "iopub.execute_input": "2024-04-30T08:50:42.455770Z", "iopub.status.busy": "2024-04-30T08:50:42.455667Z", "iopub.status.idle": "2024-04-30T08:50:42.648412Z", "shell.execute_reply": "2024-04-30T08:50:42.648107Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=[14,5])\n", "\n", "plt.subplot(1,2,1)\n", "plt.title('Reconstructed height map')\n", "plt.contourf(X,Y,U); plt.colorbar(); plt.axis('equal')\n", "\n", "plt.subplot(1,2,2)\n", "plt.title('Difference with the original height map')\n", "plt.contourf(X,Y,U-height); plt.colorbar(); plt.axis('equal');" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "execution": { "iopub.execute_input": "2024-04-30T08:50:42.649935Z", "iopub.status.busy": "2024-04-30T08:50:42.649824Z", "iopub.status.idle": "2024-04-30T08:50:42.994538Z", "shell.execute_reply": "2024-04-30T08:50:42.994247Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=[14,5])\n", "\n", "ax = fig.add_subplot(121,projection='3d')\n", "plt.title('Reconstructed height map')\n", "ax.plot_surface(X,Y,U);\n", "\n", "ax = fig.add_subplot(122,projection='3d')\n", "plt.title('Original height map')\n", "ax.plot_surface(X,Y,height);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 3.4 Other numerical examples\n", "\n", "In the case of the *three bumps* test function, the crater-like part, which cannot be recovered, is smaller and mostly located between two of the bumps." ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "execution": { "iopub.execute_input": "2024-04-30T08:50:42.997145Z", "iopub.status.busy": "2024-04-30T08:50:42.997052Z", "iopub.status.idle": "2024-04-30T08:50:42.999260Z", "shell.execute_reply": "2024-04-30T08:50:42.999029Z" } }, "outputs": [], "source": [ "height = ThreeBumps(X,Y)\n", "Intensity,Omega = GenerateRHS(height,params)" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "execution": { "iopub.execute_input": "2024-04-30T08:50:43.000640Z", "iopub.status.busy": "2024-04-30T08:50:43.000557Z", "iopub.status.idle": "2024-04-30T08:50:43.311263Z", "shell.execute_reply": "2024-04-30T08:50:43.310964Z" } }, "outputs": [], "source": [ "U=np.ones_like(X); U[np.logical_not(Omega)]=0;\n", "for i in range(800):\n", " JacobiIteration(U,Omega,Intensity,params)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "execution": { "iopub.execute_input": "2024-04-30T08:50:43.312919Z", "iopub.status.busy": "2024-04-30T08:50:43.312831Z", "iopub.status.idle": "2024-04-30T08:50:43.315032Z", "shell.execute_reply": "2024-04-30T08:50:43.314793Z" } }, "outputs": [], "source": [ "residue = EvalScheme(Intensity,U,U,params)[Omega]\n", "assert np.allclose(residue,0.)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "execution": { "iopub.execute_input": "2024-04-30T08:50:43.316531Z", "iopub.status.busy": "2024-04-30T08:50:43.316444Z", "iopub.status.idle": "2024-04-30T08:50:43.513026Z", "shell.execute_reply": "2024-04-30T08:50:43.512754Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=[14,5])\n", "\n", "plt.subplot(1,2,1)\n", "plt.title('Reconstructed height map')\n", "plt.contourf(X,Y,U); plt.colorbar(); plt.axis('equal')\n", "\n", "plt.subplot(1,2,2)\n", "plt.title('Difference with the original height map')\n", "plt.contourf(X,Y,U-height); plt.colorbar(); plt.axis('equal');" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "execution": { "iopub.execute_input": "2024-04-30T08:50:43.515295Z", "iopub.status.busy": "2024-04-30T08:50:43.515186Z", "iopub.status.idle": "2024-04-30T08:50:43.899918Z", "shell.execute_reply": "2024-04-30T08:50:43.899482Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=[14,5])\n", "\n", "ax = fig.add_subplot(121,projection='3d')\n", "plt.title('Reconstructed height map')\n", "ax.plot_surface(X,Y,U);\n", "\n", "ax = fig.add_subplot(122,projection='3d')\n", "plt.title('Original height map')\n", "ax.plot_surface(X,Y,height);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, the single bump function can be recovered quite accurately, since it does not have a crater-like part." ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "execution": { "iopub.execute_input": "2024-04-30T08:50:43.903280Z", "iopub.status.busy": "2024-04-30T08:50:43.903089Z", "iopub.status.idle": "2024-04-30T08:50:43.905952Z", "shell.execute_reply": "2024-04-30T08:50:43.905574Z" } }, "outputs": [], "source": [ "height = OneBump(X,Y)\n", "Intensity,Omega = GenerateRHS(height,params)" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "execution": { "iopub.execute_input": "2024-04-30T08:50:43.907776Z", "iopub.status.busy": "2024-04-30T08:50:43.907641Z", "iopub.status.idle": "2024-04-30T08:50:44.221003Z", "shell.execute_reply": "2024-04-30T08:50:44.220674Z" } }, "outputs": [], "source": [ "U=np.ones_like(X); U[np.logical_not(Omega)]=0;\n", "for i in range(800):\n", " JacobiIteration(U,Omega,Intensity,params)" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "execution": { "iopub.execute_input": "2024-04-30T08:50:44.222941Z", "iopub.status.busy": "2024-04-30T08:50:44.222793Z", "iopub.status.idle": "2024-04-30T08:50:44.225364Z", "shell.execute_reply": "2024-04-30T08:50:44.225036Z" } }, "outputs": [], "source": [ "residue = EvalScheme(Intensity,U,U,params)[Omega]\n", "assert np.allclose(residue,0.)" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "execution": { "iopub.execute_input": "2024-04-30T08:50:44.227058Z", "iopub.status.busy": "2024-04-30T08:50:44.226930Z", "iopub.status.idle": "2024-04-30T08:50:44.452973Z", "shell.execute_reply": "2024-04-30T08:50:44.452635Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=[14,5])\n", "\n", "plt.subplot(1,2,1)\n", "plt.title('Reconstructed height map')\n", "plt.contourf(X,Y,U); plt.colorbar(); plt.axis('equal')\n", "\n", "plt.subplot(1,2,2)\n", "plt.title('Difference with the original height map')\n", "plt.contourf(X,Y,U-height); plt.colorbar(); plt.axis('equal');" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "execution": { "iopub.execute_input": "2024-04-30T08:50:44.454707Z", "iopub.status.busy": "2024-04-30T08:50:44.454581Z", "iopub.status.idle": "2024-04-30T08:50:44.817697Z", "shell.execute_reply": "2024-04-30T08:50:44.817312Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=[14,5])\n", "\n", "ax = fig.add_subplot(121,projection='3d')\n", "plt.title('Reconstructed height map')\n", "ax.plot_surface(X,Y,U);\n", "\n", "ax = fig.add_subplot(122,projection='3d')\n", "plt.title('Original height map')\n", "ax.plot_surface(X,Y,height);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4. GPU acceleration\n", "\n", "The code presented in this notebook is far from efficient, and a basic gpu implementation allows to improve computation time by several orders of magnitude. It is provided in the agd library." ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "execution": { "iopub.execute_input": "2024-04-30T08:50:44.820484Z", "iopub.status.busy": "2024-04-30T08:50:44.820289Z", "iopub.status.idle": "2024-04-30T08:50:44.932680Z", "shell.execute_reply": "2024-04-30T08:50:44.932130Z" } }, "outputs": [ { "ename": "DeliberateNotebookError", "evalue": "cupy module not found", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mDeliberateNotebookError\u001b[0m Traceback (most recent call last)", "Cell \u001b[0;32mIn[28], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01magd\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m AutomaticDifferentiation \u001b[38;5;28;01mas\u001b[39;00m ad\n\u001b[0;32m----> 2\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m ad\u001b[38;5;241m.\u001b[39mcupy_generic\u001b[38;5;241m.\u001b[39mcp \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m: \u001b[38;5;28;01mraise\u001b[39;00m ad\u001b[38;5;241m.\u001b[39mDeliberateNotebookError(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcupy module not found\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 3\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01magd\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mEikonal\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mHFM_CUDA\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m ShapeFromShading\n", "\u001b[0;31mDeliberateNotebookError\u001b[0m: cupy module not found" ] } ], "source": [ "from agd import AutomaticDifferentiation as ad\n", "if ad.cupy_generic.cp is None: raise ad.DeliberateNotebookError(\"cupy module not found\")\n", "from agd.Eikonal.HFM_CUDA import ShapeFromShading" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [], "source": [ "height = ThreeBumps(X,Y)\n", "Intensity,Omega = GenerateRHS(height,params)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Computation is basically instantaneous, even on much larger test cases." ] }, { "cell_type": "code", "execution_count": 59, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Wall time: 12.9 ms\n" ] } ], "source": [ "%%time\n", "sol = ShapeFromShading.Solve(Intensity,Omega,10*Omega,params).get()" ] }, { "cell_type": "code", "execution_count": 55, "metadata": {}, "outputs": [], "source": [ "plt.title(\"GPU solution\"); plt.axis(\"equal\")\n", "plt.contourf(X,Y,sol); plt.colorbar();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can check that the solution is correct by looking at the residue of the numerical scheme." ] }, { "cell_type": "code", "execution_count": 57, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Largest residue : 2.6794602416058133e-05\n" ] } ], "source": [ "residue = ShapeFromShading.EvalScheme(Intensity,sol,params,mask=Omega)\n", "max_residue = np.max(np.abs(residue))\n", "assert max_residue<1e-4\n", "print(\"Largest residue : \",max_residue)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "celltoolbar": "Format de la Cellule Texte Brut", "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": "3.10.8" }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 2 }