{ "cells": [ { "cell_type": "markdown", "id": "de76e896", "metadata": {}, "source": [ "# 21 · Block Coordinate Descent vs. Newton — minimizing ARAP energy\n", "\n", "A pure *elastostatic* solve (no time, no inertia): a long 2D beam is clamped at rest on its\n", "left end and clamped to a **rotated** target on its right end, and bends round to the\n", "minimizer of the **As-Rigid-As-Possible (ARAP)** energy. We reach the *same* minimizer two\n", "ways, Newton and block coordinate descent (local/global), and compare **iterations** and\n", "**wall-clock time**. ARAP penalizes only the non-rotational part of $F$, so it behaves like a\n", "material with Poisson ratio $\\nu = 0$ (shear modulus $\\mu$ only, no $\\lambda$):\n", "\n", "$$\\psi(F) = \\tfrac12 \\mu \\lVert F - R \\rVert_F^2, \\qquad R = \\mathrm{polar}(F).$$" ] }, { "cell_type": "markdown", "id": "592ca372", "metadata": {}, "source": [ "Imports, and every tunable parameter of this notebook." ] }, { "cell_type": "code", "execution_count": 1, "id": "2e369db4", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:52.327193Z", "iopub.status.busy": "2026-09-24T03:44:52.327128Z", "iopub.status.idle": "2026-09-24T03:44:52.876834Z", "shell.execute_reply": "2026-09-24T03:44:52.876527Z" } }, "outputs": [], "source": [ "%matplotlib inline\n", "import os\n", "import time\n", "import warnings\n", "import numpy as np\n", "import scipy as sp\n", "import matplotlib.pyplot as plt\n", "from matplotlib.colors import LogNorm\n", "import igl\n", "import simkit\n", "import utils\n", "warnings.filterwarnings(\"ignore\", message=\".*encountered in matmul\", category=RuntimeWarning) # spurious BLAS FP flags\n", "\n", "NOTEBOOK = \"021_block_coordinate_descent_vs_newton\" # this file's name\n", "RESULTS_DIR = utils.notebook_results_path(NOTEBOOK) # results/021_block_coordinate_descent_vs_newton/\n", "MEDIA_DIR = \"media\" # tracked copies for the website\n", "# mesh\n", "NX, NY = 160, 16 # grid vertices along x and y\n", "WIDTH, HEIGHT = 5.0, 1.0 # beam size\n", "# material\n", "MU = 1.0 # ARAP shear modulus (Poisson ratio 0: no lambda)\n", "# boundary conditions\n", "CLAMP_ANGLE_DEG = 60.0 # right clamp = its rest position rotated by this about the left-edge center\n", "# solvers\n", "RTOL = 1e-7 # stop once ||grad E|| / ||grad E_0|| < RTOL\n", "NEWTON_MAX_ITER = 80 # iteration cap for Newton\n", "BCD_MAX_ITER = 4000 # iteration cap for block coordinate descent\n", "ENERGY_INCREASE_TOL = 1e-12 # round-off allowed when testing that the energy never increases\n", "# derivative check\n", "FD_STEPS = np.logspace(-9, -1, 17) # central-difference step sizes\n", "FD_NOISE = 0.01 # std of the random perturbation of the initial guess\n", "SEED = 0 # RNG seed for the perturbation and the probe direction\n", "# timing\n", "TIMING_REPEATS = 5 # best-of-N repeats per timed piece\n", "# visuals\n", "ZOOM_LIMS = ((-2.62, -1.9), (-0.6, 0.6)) # close-up window on the left clamp\n", "BCD_FRAMES = 50 # frames of the BCD video (iterations are sub-sampled)\n", "FPS_BCD = 12 # frame rate of the BCD video\n", "FPS_NEWTON = 4 # frame rate of the Newton video (one frame per iteration)" ] }, { "cell_type": "markdown", "id": "25bd99cf", "metadata": {}, "source": [ "## A large beam, clamped at both ends\n", "\n", "A $5\\times1$ beam from libigl's unit grid ($160\\times16$ vertices). The left edge is clamped at\n", "rest; the right edge is clamped to its rest position **rotated by $60^\\circ$** about the center of\n", "the left edge. We enforce both clamps *exactly* by removing the clamped vertices' degrees of\n", "freedom: the unknowns are the free (interior) coordinates $x_f$, and `full_x` rebuilds the whole\n", "state from them. So the only thing driving convergence is the ARAP nonlinearity itself (the\n", "per-element rotations), not a pin spring." ] }, { "cell_type": "code", "execution_count": 2, "id": "a6f388ca", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:52.878214Z", "iopub.status.busy": "2026-09-24T03:44:52.878101Z", "iopub.status.idle": "2026-09-24T03:44:52.882153Z", "shell.execute_reply": "2026-09-24T03:44:52.881541Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2560 vertices, 4770 triangles, 5120 DOFs, 5056 free\n" ] } ], "source": [ "V, T = igl.triangulated_grid(NX, NY) # unit square, NX x NY vertices\n", "X = (V - 0.5) * np.array([WIDTH, HEIGHT]) # centered WIDTH x HEIGHT beam\n", "n, dim = X.shape\n", "\n", "left = np.where(X[:, 0] <= X[:, 0].min() + 1e-9)[0]\n", "right = np.where(X[:, 0] >= X[:, 0].max() - 1e-9)[0]\n", "anchor = X[left].mean(axis=0) # hinge: center of the left edge\n", "theta = np.deg2rad(CLAMP_ANGLE_DEG)\n", "Rot = np.array([[np.cos(theta), -np.sin(theta)], [np.sin(theta), np.cos(theta)]])\n", "right_targets = (X[right] - anchor) @ Rot.T + anchor\n", "\n", "# eliminate the clamped DOFs: only the free (interior) coordinates are unknowns\n", "pin_v = np.concatenate([left, right])\n", "pin_dof = (pin_v[:, None] * dim + np.arange(dim)).ravel()\n", "free_dof = np.setdiff1d(np.arange(n * dim), pin_dof)\n", "x_pin = np.vstack([X[left], right_targets]).reshape(-1, 1) # clamped coordinate values\n", "\n", "def full_x(x_free):\n", " \"\"\"Stacked positions of all vertices from the free coordinates (clamps filled in).\"\"\"\n", " x = np.empty((n * dim, 1))\n", " x[free_dof] = x_free\n", " x[pin_dof] = x_pin\n", " return x\n", "\n", "print(f\"{n} vertices, {len(T)} triangles, {n*dim} DOFs, {len(free_dof)} free\")" ] }, { "cell_type": "markdown", "id": "c8aca725", "metadata": {}, "source": [ "The rest mesh. Left: the whole scene, with the fixed clamp (blue), the right clamp at rest\n", "(orange) and its rotated target (×). Middle: a close-up of the left clamp showing the\n", "triangulation. Right: the per-element area in the same close-up, the quadrature weight of every\n", "element's energy. It is uniform and positive (no flipped triangles) and sums to the beam's area." ] }, { "cell_type": "code", "execution_count": 3, "id": "f8aa19da", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:52.883584Z", "iopub.status.busy": "2026-09-24T03:44:52.883502Z", "iopub.status.idle": "2026-09-24T03:44:53.212314Z", "shell.execute_reply": "2026-09-24T03:44:53.211684Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "area per triangle in [1.048e-03, 1.048e-03], total = 5.0000 (WIDTH * HEIGHT = 5.0000)\n" ] } ], "source": [ "vol = simkit.volume(X, T) # per-element area\n", "\n", "fig, (ax_scene, ax_zoom, ax_area) = plt.subplots(1, 3, figsize=(14, 5.2),\n", " gridspec_kw={\"width_ratios\": [1.0, 0.55, 0.75]})\n", "utils.plot_mesh(ax_scene, X, T, pins=left, handles=right, lw=0.1,\n", " lims=utils.auto_limits([X, right_targets], pad=0.3),\n", " title=f\"rest beam: {n} vertices, {len(T)} triangles\")\n", "ax_scene.scatter(*right_targets.T, marker=\"x\", s=25, linewidths=1.2, color=\"0.25\", zorder=6,\n", " label=\"rotated target\")\n", "ax_scene.legend(loc=\"upper right\", fontsize=8)\n", "utils.plot_mesh(ax_zoom, X, T, pins=left, lims=ZOOM_LIMS, lw=0.6, title=\"close-up: left clamp\")\n", "utils.plot_scalar_field(ax_area, X, T, vol, vmin=0.0, vmax=1.2 * vol.max(), lims=ZOOM_LIMS,\n", " title=\"close-up: per-element area\", label=\"area\")\n", "fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"mesh.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"021_mesh.png\"))\n", "plt.show()\n", "print(f\"area per triangle in [{vol.min():.3e}, {vol.max():.3e}], total = {vol.sum():.4f} \"\n", " f\"(WIDTH * HEIGHT = {WIDTH * HEIGHT:.4f})\")" ] }, { "cell_type": "markdown", "id": "93c4789d", "metadata": {}, "source": [ "## The shared objective\n", "\n", "Both solvers minimize the same energy: the ARAP energy of the free coordinates, its only term.\n", "`arap_beam_system` returns it with its gradient and Hessian, built from simkit's ARAP\n", "energy and restricted to the free DOFs. Newton uses the **true** ARAP Hessian, PSD-projected per\n", "element for robustness (`psd=True`). It depends on the current per-element rotations, so it\n", "**changes every iteration**." ] }, { "cell_type": "code", "execution_count": 4, "id": "a1f07699", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:53.213808Z", "iopub.status.busy": "2026-09-24T03:44:53.213728Z", "iopub.status.idle": "2026-09-24T03:44:53.220432Z", "shell.execute_reply": "2026-09-24T03:44:53.220014Z" } }, "outputs": [], "source": [ "def arap_beam_system(X, T, free_dof, full_x, psd=True):\n", " \"\"\"ARAP energy of the clamped beam, as a function of the free coordinates x_f.\"\"\"\n", " n, dim = X.shape\n", " J = simkit.deformation_jacobian(X, T)\n", " vol = simkit.volume(X, T)\n", " mu = np.full((len(T), 1), MU)\n", "\n", " def energy_func(x_free):\n", " E_elastic = simkit.energies.arap_energy_x(full_x(x_free).reshape(n, dim), J, mu, vol)\n", " E_total = E_elastic\n", " return E_total\n", "\n", " def gradient_func(x_free):\n", " g_elastic = simkit.energies.arap_gradient_x(full_x(x_free).reshape(n, dim), J, mu, vol)[free_dof]\n", " g_total = g_elastic\n", " return g_total\n", "\n", " def hessian_func(x_free):\n", " H_elastic = simkit.energies.arap_hessian_x(full_x(x_free).reshape(n, dim), J, mu, vol, psd=psd)[free_dof][:, free_dof]\n", " H_total = H_elastic\n", " return H_total\n", "\n", " return energy_func, gradient_func, hessian_func\n", "\n", "energy_func, gradient_func, hessian_func = arap_beam_system(X, T, free_dof, full_x)\n", "x0 = X.reshape(-1, 1)[free_dof] # initial guess: interior at rest" ] }, { "cell_type": "markdown", "id": "ca68d4a6", "metadata": {}, "source": [ "A cheap derivative check at a randomly perturbed initial guess, along one random unit direction\n", "$d$: `simkit.gradient_cfd` differentiates $t \\mapsto E(x+td)$ and $t \\mapsto \\nabla E(x+td)$, which\n", "should match $\\nabla E^\\top d$ and $H d$. The gradient matches to $\\sim\\!10^{-10}$ (the V shape is\n", "truncation error on the right, round-off on the left). The exact ARAP Hessian matches too, but\n", "the PSD-projected one Newton uses does not: projection clamps the negative curvature of\n", "compressed elements to zero, a deliberate approximation that trades Newton's quadratic\n", "convergence near the solution for a guaranteed descent direction." ] }, { "cell_type": "code", "execution_count": 5, "id": "f3849c26", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:53.221460Z", "iopub.status.busy": "2026-09-24T03:44:53.221393Z", "iopub.status.idle": "2026-09-24T03:44:54.434303Z", "shell.execute_reply": "2026-09-24T03:44:54.433897Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "best relative error: gradient 3.5e-10, exact Hessian 2.7e-10, PSD-projected Hessian 8.5e-02\n" ] } ], "source": [ "rng = np.random.default_rng(SEED)\n", "x_check = x0 + FD_NOISE * rng.standard_normal(x0.shape)\n", "d = rng.standard_normal(x0.shape)\n", "d /= np.linalg.norm(d)\n", "_, _, hessian_exact_func = arap_beam_system(X, T, free_dof, full_x, psd=False)\n", "\n", "g_d = (gradient_func(x_check).T @ d).item()\n", "Hd_psd = hessian_func(x_check) @ d\n", "Hd_exact = hessian_exact_func(x_check) @ d\n", "err_g, err_H_exact, err_H_psd = [], [], []\n", "for h in FD_STEPS:\n", " g_d_fd = simkit.gradient_cfd(lambda t: np.array([energy_func(x_check + t[0] * d)]), np.zeros(1), h).item()\n", " Hd_fd = simkit.gradient_cfd(lambda t: gradient_func(x_check + t[0] * d).ravel(), np.zeros(1), h)\n", " err_g.append(abs(g_d_fd - g_d) / abs(g_d))\n", " err_H_exact.append(np.linalg.norm(Hd_fd - Hd_exact) / np.linalg.norm(Hd_exact))\n", " err_H_psd.append(np.linalg.norm(Hd_fd - Hd_psd) / np.linalg.norm(Hd_psd))\n", "\n", "fig, ax = utils.loglog_plot(FD_STEPS, {r\"gradient $\\nabla E^\\top d$\": err_g,\n", " r\"exact Hessian $H d$\": err_H_exact,\n", " r\"PSD-projected Hessian $H_{psd}\\, d$\": err_H_psd},\n", " colors={r\"gradient $\\nabla E^\\top d$\": \"#1f77b4\",\n", " r\"exact Hessian $H d$\": \"#2ca02c\",\n", " r\"PSD-projected Hessian $H_{psd}\\, d$\": \"#d62728\"},\n", " xlabel=\"finite-difference step $h$\", ylabel=\"relative error\",\n", " title=\"Directional derivative check\", figsize=(9, 4.5))\n", "ax.legend(loc=\"upper left\", bbox_to_anchor=(1.02, 1.0), fontsize=9)\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"derivative_check.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"021_derivative_check.png\"))\n", "plt.show()\n", "print(f\"best relative error: gradient {min(err_g):.1e}, exact Hessian {min(err_H_exact):.1e}, \"\n", " f\"PSD-projected Hessian {min(err_H_psd):.1e}\")" ] }, { "cell_type": "markdown", "id": "a5325bd1", "metadata": {}, "source": [ "## Block coordinate descent: one factorization, then local + global\n", "\n", "Give every triangle an auxiliary rotation $R_t$ and minimize\n", "$E(x, R) = \\sum_t \\tfrac12 \\mu\\, \\mathrm{vol}_t \\lVert F_t(x) - R_t \\rVert_F^2$ by alternating\n", "(Sorkine & Alexa 2007; the same structure as projective dynamics, Bouaziz et al. 2014):\n", "* **local step**: freeze $x$ and solve each triangle's Procrustes problem; the answer is the\n", " polar rotation $R_t = \\mathrm{polar}(F_t)$ (`simkit.polar_svd`);\n", "* **global step**: freeze the rotations; $E$ is now *quadratic* in $x$, and its minimizer solves\n", " $L_{ff}\\, x_f = (J^\\top A\\, r)_f - L_{fp}\\, x_p$ with the **constant** Laplacian-type matrix\n", " $L = J^\\top A J$, $A = \\mathrm{diag}(\\mathrm{vol}\\,\\mu) \\otimes I$ (`simkit.dirichlet_laplacian`).\n", " $L_{ff}$ is factorized **once**, so each global step is a back-substitution." ] }, { "cell_type": "code", "execution_count": 6, "id": "a50f9e9e", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:54.435437Z", "iopub.status.busy": "2026-09-24T03:44:54.435295Z", "iopub.status.idle": "2026-09-24T03:44:54.449254Z", "shell.execute_reply": "2026-09-24T03:44:54.448570Z" } }, "outputs": [], "source": [ "def arap_local_global_steps(X, T, free_dof, pin_dof, x_pin, full_x):\n", " \"\"\"Local (per-triangle polar) and global (prefactored Laplacian solve) steps of ARAP.\"\"\"\n", " n, dim = X.shape\n", " J = simkit.deformation_jacobian(X, T)\n", " vol = simkit.volume(X, T)\n", " mu = np.full((len(T), 1), MU)\n", " a = np.repeat(vol * mu, dim * dim).reshape(-1, 1) # diagonal of A\n", " L = simkit.dirichlet_laplacian(X, T, mu=mu, vector=True) # J^T A J\n", " L_ff = L[free_dof][:, free_dof].tocsc()\n", " L_fp = L[free_dof][:, pin_dof].tocsc()\n", " solve_L_ff = sp.sparse.linalg.factorized(L_ff) # the ONLY factorization\n", "\n", " def local_step(x_free):\n", " F = (J @ full_x(x_free)).reshape(-1, dim, dim)\n", " R, _ = simkit.polar_svd(F)\n", " return R.reshape(-1, 1)\n", "\n", " def global_step(x_free, r):\n", " rhs_rotations = (J.T @ (a * r))[free_dof]\n", " rhs_clamps = -L_fp @ x_pin\n", " rhs_total = rhs_rotations + rhs_clamps\n", " return solve_L_ff(rhs_total).reshape(-1, 1)\n", "\n", " return local_step, global_step\n", "\n", "local_step, global_step = arap_local_global_steps(X, T, free_dof, pin_dof, x_pin, full_x)" ] }, { "cell_type": "markdown", "id": "ca9c4034", "metadata": {}, "source": [ "## Run both to convergence\n", "\n", "Shared stopping test: the relative gradient norm $\\lVert\\nabla E\\rVert/\\lVert\\nabla E_0\\rVert$ of the\n", "full objective drops below `RTOL`. `run_to_convergence` takes one outer iteration at a time\n", "(simkit's `newton_solver` or `block_coord` with `max_iter=1`) and records the residual, the\n", "energy, the elapsed time and the state. Only the solver step is timed; the residual and energy\n", "evaluations used for the plots are not. The printout gives each solver's iteration count, total\n", "time and time per iteration." ] }, { "cell_type": "code", "execution_count": 7, "id": "6855a3d6", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:54.450303Z", "iopub.status.busy": "2026-09-24T03:44:54.450226Z", "iopub.status.idle": "2026-09-24T03:44:57.575303Z", "shell.execute_reply": "2026-09-24T03:44:57.574908Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Newton : 12 iters 662.8 ms (12 Hessian assemblies + factorizations)\n", "Block coord descent : 96 iters 761.9 ms (1 factorization)\n", "per iteration : Newton 55.23 ms | BCD 7.94 ms\n" ] } ], "source": [ "g0 = np.linalg.norm(gradient_func(x0))\n", "\n", "def run_to_convergence(step, x0, max_iter):\n", " \"\"\"Iterate x <- step(x) until the relative gradient norm is below RTOL; record the history.\"\"\"\n", " x = x0.copy()\n", " residuals, energies, times, states = [], [], [], [full_x(x0).reshape(n, dim)]\n", " elapsed = 0.0\n", " for _ in range(max_iter):\n", " t_start = time.perf_counter()\n", " x = step(x)\n", " elapsed += time.perf_counter() - t_start\n", " residuals.append(np.linalg.norm(gradient_func(x)) / g0)\n", " energies.append(energy_func(x))\n", " times.append(elapsed)\n", " states.append(full_x(x).reshape(n, dim))\n", " if residuals[-1] < RTOL:\n", " break\n", " return x, np.array(residuals), np.array(energies), np.array(times), states\n", "\n", "newton_step = lambda x: simkit.solvers.newton_solver(x, energy_func, gradient_func, hessian_func,\n", " max_iter=1, do_line_search=True)\n", "bcd_step = lambda x: simkit.solvers.block_coord(x, global_step, local_step, max_iter=1)\n", "xn, res_n, E_n, ts_n, states_n = run_to_convergence(newton_step, x0, NEWTON_MAX_ITER)\n", "xb, res_b, E_b, ts_b, states_b = run_to_convergence(bcd_step, x0, BCD_MAX_ITER)\n", "print(f\"Newton : {len(res_n):4d} iters {1e3*ts_n[-1]:7.1f} ms ({len(res_n)} Hessian assemblies + factorizations)\")\n", "print(f\"Block coord descent : {len(res_b):4d} iters {1e3*ts_b[-1]:7.1f} ms (1 factorization)\")\n", "print(f\"per iteration : Newton {1e3*ts_n[-1]/len(res_n):6.2f} ms | BCD {1e3*ts_b[-1]/len(res_b):6.2f} ms\")" ] }, { "cell_type": "markdown", "id": "51d281b9", "metadata": {}, "source": [ "## Convergence: iterations vs. wall-clock time\n", "\n", "Left: residual per outer iteration. Right: residual vs. elapsed time. Newton's direction uses\n", "curvature, so it needs far fewer iterations; block coordinate descent needs many more (its\n", "constant rest-pose metric is only a first-order model of the curvature), but each iteration is\n", "several times cheaper because it never rebuilds a Hessian and reuses one factorization. On this\n", "mesh the two end up close in wall-clock time. Newton's tail is linear rather than quadratic because of the PSD projection seen\n", "in the derivative check." ] }, { "cell_type": "code", "execution_count": 8, "id": "f179e1f8", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:57.576300Z", "iopub.status.busy": "2026-09-24T03:44:57.576232Z", "iopub.status.idle": "2026-09-24T03:44:57.899209Z", "shell.execute_reply": "2026-09-24T03:44:57.898713Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(13, 4.5))\n", "ax[0].semilogy(np.arange(1, len(res_n)+1), res_n, \"-o\", ms=3, color=\"#1f77b4\", label=f\"Newton ({len(res_n)} it)\")\n", "ax[0].semilogy(np.arange(1, len(res_b)+1), res_b, \"-\", lw=1.8, color=\"#d62728\", label=f\"Block coord ({len(res_b)} it)\")\n", "ax[1].semilogy(1e3*ts_n, res_n, \"-o\", ms=3, color=\"#1f77b4\", label=f\"Newton ({1e3*ts_n[-1]:.0f} ms)\")\n", "ax[1].semilogy(1e3*ts_b, res_b, \"-\", lw=1.8, color=\"#d62728\", label=f\"Block coord ({1e3*ts_b[-1]:.0f} ms)\")\n", "for a, xl in zip(ax, [\"iteration\", \"wall-clock time (ms)\"]):\n", " a.axhline(RTOL, color=\"0.6\", ls=\"--\", lw=1)\n", " a.set_xlabel(xl)\n", " a.set_ylabel(r\"$\\|\\nabla E\\| / \\|\\nabla E_0\\|$\")\n", " a.grid(True, which=\"both\", color=\"0.92\")\n", " a.legend(fontsize=9)\n", "ax[0].set_title(\"Convergence vs. iterations\")\n", "ax[1].set_title(\"Convergence vs. time\")\n", "fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"convergence.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"021_convergence.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "16513784", "metadata": {}, "source": [ "The energy gap $E_k - E^\\star$ per iteration (with $E^\\star$ the lower of the two final energies).\n", "Both curves only go down: Newton's line search enforces it, and block coordinate descent gets it\n", "for free because each local and each global step *exactly* minimizes $E(x, R)$ over its block.\n", "Block coordinate descent removes most of the initial energy within a few iterations; its long\n", "tail is the slow polishing of the last digits." ] }, { "cell_type": "code", "execution_count": 9, "id": "6d48d4fd", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:57.900359Z", "iopub.status.busy": "2026-09-24T03:44:57.900272Z", "iopub.status.idle": "2026-09-24T03:44:58.001179Z", "shell.execute_reply": "2026-09-24T03:44:58.000750Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "E* = 0.03962962; energy never increases: Newton True, BCD True\n" ] } ], "source": [ "E_star = min(E_n.min(), E_b.min())\n", "E_init = energy_func(x0) # iteration 0 = initial guess\n", "fig, ax = utils.residual_plot({\"Newton\": np.concatenate([[E_init], E_n]) - E_star,\n", " \"Block coord\": np.concatenate([[E_init], E_b]) - E_star},\n", " colors={\"Newton\": \"#1f77b4\", \"Block coord\": \"#d62728\"},\n", " xlabel=\"iteration\", ylabel=r\"$E_k - E^\\star$\",\n", " title=\"Energy gap per iteration\", stagger=False)\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"energy.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"021_energy.png\"))\n", "plt.show()\n", "print(f\"E* = {E_star:.8f}; energy never increases: Newton {bool(np.all(np.diff(E_n) <= ENERGY_INCREASE_TOL))}, \"\n", " f\"BCD {bool(np.all(np.diff(E_b) <= ENERGY_INCREASE_TOL))}\")" ] }, { "cell_type": "markdown", "id": "a6f45bef", "metadata": {}, "source": [ "## Where the time goes\n", "\n", "Best-of-`TIMING_REPEATS` timings of the pieces of one iteration, at the Newton solution. A Newton\n", "iteration evaluates the gradient, assembles and PSD-projects the Hessian, factorizes and solves\n", "it (`spsolve`), and line-searches (at least two energy evaluations). A block coordinate descent\n", "iteration is one batch of $2\\times2$ polar decompositions and one back-substitution with the\n", "factorization $L_{ff}$ computed once, up front. The expensive part of Newton is the\n", "state-dependent Hessian, not just its factorization." ] }, { "cell_type": "code", "execution_count": 10, "id": "e479701c", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:58.002453Z", "iopub.status.busy": "2026-09-24T03:44:58.002252Z", "iopub.status.idle": "2026-09-24T03:44:58.422654Z", "shell.execute_reply": "2026-09-24T03:44:58.422280Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "one Newton iteration ~ 50.8 ms, one BCD iteration ~ 7.3 ms (ratio 7.0x); BCD one-time setup incl. factorization: 10.4 ms\n" ] } ], "source": [ "H_n, g_n = hessian_func(xn), gradient_func(xn)\n", "r_n = local_step(xn)\n", "cost_ms = {\n", " \"Newton: gradient\": 1e3 * utils.best_time(lambda: gradient_func(xn), rep=TIMING_REPEATS),\n", " \"Newton: Hessian assembly + PSD\": 1e3 * utils.best_time(lambda: hessian_func(xn), rep=TIMING_REPEATS),\n", " \"Newton: factorize + solve\": 1e3 * utils.best_time(lambda: sp.sparse.linalg.spsolve(H_n.tocsc(), -g_n), rep=TIMING_REPEATS),\n", " \"Newton: line search (2 energies)\": 2e3 * utils.best_time(lambda: energy_func(xn), rep=TIMING_REPEATS),\n", " \"BCD: local step (polar)\": 1e3 * utils.best_time(lambda: local_step(xn), rep=TIMING_REPEATS),\n", " \"BCD: global step (back-substitution)\": 1e3 * utils.best_time(lambda: global_step(xn, r_n), rep=TIMING_REPEATS),\n", "}\n", "t_factor_ms = 1e3 * utils.best_time(lambda: arap_local_global_steps(X, T, free_dof, pin_dof, x_pin, full_x),\n", " rep=TIMING_REPEATS)\n", "\n", "labels = list(cost_ms)\n", "fig, ax = plt.subplots(figsize=(8.5, 3.8))\n", "ax.barh(labels, [cost_ms[k] for k in labels],\n", " color=[\"#1f77b4\" if k.startswith(\"Newton\") else \"#d62728\" for k in labels])\n", "for i, k in enumerate(labels):\n", " ax.text(cost_ms[k], i, f\" {cost_ms[k]:.2f} ms\", va=\"center\", fontsize=9)\n", "ax.invert_yaxis()\n", "ax.set_xlabel(\"time per call (ms)\")\n", "ax.set_xlim(0, 1.25 * max(cost_ms.values()))\n", "ax.set_title(\"Cost of one iteration, piece by piece\")\n", "ax.grid(True, axis=\"x\", color=\"0.92\")\n", "fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"cost.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"021_cost.png\"))\n", "plt.show()\n", "newton_sum = sum(v for k, v in cost_ms.items() if k.startswith(\"Newton\"))\n", "bcd_sum = sum(v for k, v in cost_ms.items() if k.startswith(\"BCD\"))\n", "print(f\"one Newton iteration ~ {newton_sum:.1f} ms, one BCD iteration ~ {bcd_sum:.1f} ms \"\n", " f\"(ratio {newton_sum / bcd_sum:.1f}x); BCD one-time setup incl. factorization: {t_factor_ms:.1f} ms\")" ] }, { "cell_type": "markdown", "id": "4d0c4c03", "metadata": {}, "source": [ "## The equilibrium shape\n", "\n", "Left: the Newton minimizer over the ghosted rest beam, with both clamps. Right: the distance\n", "between the Newton and block-coordinate-descent results at every vertex. It is tiny next to the\n", "beam's size (both runs stop at the same residual `RTOL`), so they reach the same ARAP minimizer." ] }, { "cell_type": "code", "execution_count": 11, "id": "d5617c5e", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:58.423675Z", "iopub.status.busy": "2026-09-24T03:44:58.423608Z", "iopub.status.idle": "2026-09-24T03:44:58.709461Z", "shell.execute_reply": "2026-09-24T03:44:58.709102Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "max vertex distance Newton vs BCD = 3.7e-05 (beam length 5.0)\n" ] } ], "source": [ "U_n = full_x(xn).reshape(n, dim)\n", "U_b = full_x(xb).reshape(n, dim)\n", "lims = utils.auto_limits([X, U_n], pad=0.3)\n", "fig, ax = plt.subplots(1, 2, figsize=(12, 5.2))\n", "utils.setup_axes(ax[0], *lims, title=f\"ARAP equilibrium (right end rotated {CLAMP_ANGLE_DEG:.0f} deg)\")\n", "utils.PolyMeshArtist(ax[0], X, T, facecolor=\"#efefef\", edgecolor=\"#cfcfcf\", lw=0.1) # rest ghost\n", "utils.PolyMeshArtist(ax[0], U_n, T, lw=0.1)\n", "ax[0].scatter(*X[left].T, s=10, marker=\"s\", color=utils.PIN_C, zorder=5, label=\"fixed clamp\")\n", "ax[0].scatter(*right_targets.T, s=10, marker=\"s\", color=utils.HANDLE_C, zorder=5, label=\"rotated clamp\")\n", "ax[0].legend(loc=\"upper right\", fontsize=9)\n", "diff = np.linalg.norm(U_n - U_b, axis=1)\n", "utils.plot_scalar_field(ax[1], U_n, T, np.maximum(diff, 1e-12), lims=lims, edges=False,\n", " norm=LogNorm(vmin=max(diff.max() * 1e-3, 1e-12), vmax=diff.max()),\n", " title=r\"$\\|x_{Newton} - x_{BCD}\\|$ per vertex\", label=\"distance\")\n", "fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"equilibrium.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"021_equilibrium.png\"))\n", "plt.show()\n", "print(f\"max vertex distance Newton vs BCD = {diff.max():.1e} (beam length {WIDTH})\")" ] }, { "cell_type": "markdown", "id": "170565ea", "metadata": {}, "source": [ "Two per-element fields of the solution. Left: the ARAP energy density $\\psi_t$ (log scale). It is\n", "largest on the beam's two faces, which bending stretches and compresses, and smallest along the\n", "middle and at the two dark spots where the S-bend's curvature changes sign. Right: the angle of\n", "the local step's rotation $R_t = \\mathrm{polar}(F_t)$, the auxiliary variable block coordinate\n", "descent solves for. It sweeps smoothly from about $0^\\circ$ at the fixed clamp, overshoots in\n", "the S-bend, and returns to $60^\\circ$ at the rotated clamp." ] }, { "cell_type": "code", "execution_count": 12, "id": "965ea138", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:58.710565Z", "iopub.status.busy": "2026-09-24T03:44:58.710474Z", "iopub.status.idle": "2026-09-24T03:44:59.030897Z", "shell.execute_reply": "2026-09-24T03:44:59.030444Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "psi in [3.2e-06, 2.0e-01], rotation angle in [-3.1, 72.4] deg\n" ] } ], "source": [ "F_n = simkit.deformation_gradient(X, T, U_n)\n", "psi_n = simkit.energies.arap_energy_element_F(F_n, np.full((len(T), 1), MU))\n", "R_n, _ = simkit.polar_svd(F_n)\n", "angle_n = np.rad2deg(np.arctan2(R_n[:, 1, 0], R_n[:, 0, 0]))\n", "fig, ax = plt.subplots(1, 2, figsize=(12, 5.2))\n", "utils.plot_scalar_field(ax[0], U_n, T, psi_n, lims=lims, edges=False, cmap=\"magma\",\n", " norm=LogNorm(vmin=psi_n.max() * 1e-4, vmax=psi_n.max()),\n", " title=r\"ARAP energy density $\\psi_t$\", label=r\"$\\psi$\")\n", "utils.plot_scalar_field(ax[1], U_n, T, angle_n, lims=lims, edges=False, cmap=\"viridis\",\n", " title=r\"rotation angle of $R_t$ (deg)\", label=\"degrees\")\n", "fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"fields.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"021_fields.png\"))\n", "plt.show()\n", "print(f\"psi in [{psi_n.min():.1e}, {psi_n.max():.1e}], rotation angle in [{angle_n.min():.1f}, {angle_n.max():.1f}] deg\")" ] }, { "cell_type": "markdown", "id": "16124ed3", "metadata": {}, "source": [ "## Watching each solver converge\n", "\n", "Block coordinate descent, sub-sampled to `BCD_FRAMES` frames and starting from the initial guess\n", "(interior at rest, right clamp already rotated). It swings the beam into roughly the right place\n", "within two iterations, then spends its long tail slowly forming the S-bend and polishing it." ] }, { "cell_type": "code", "execution_count": 13, "id": "abc844da", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:59.032071Z", "iopub.status.busy": "2026-09-24T03:44:59.031998Z", "iopub.status.idle": "2026-09-24T03:45:02.808443Z", "shell.execute_reply": "2026-09-24T03:45:02.808053Z" } }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "clamp_pts = np.vstack([X[left], right_targets])\n", "lims_video = utils.auto_limits([X, U_n], pad=0.3)\n", "frames_b = np.unique(np.linspace(0, len(states_b) - 1, BCD_FRAMES).round().astype(int))\n", "res_b_all = np.concatenate([[1.0], res_b]) # residual of state k (state 0 = x0)\n", "fig, anim = utils.animate_mesh_labeled(\n", " [states_b[k] for k in frames_b], T,\n", " [f\"iteration {k:3d}/{len(res_b)}\\nresidual {res_b_all[k]:.1e}\" for k in frames_b],\n", " rest=X, pin_pts=clamp_pts, lims=lims_video, fps=FPS_BCD,\n", " title=\"Block coordinate descent (local/global) converging\")\n", "video = simkit.filesystem.save_animation(anim, os.path.join(RESULTS_DIR, \"bcd.mp4\"), fps=FPS_BCD,\n", " copy_to=os.path.join(MEDIA_DIR, \"021_bcd.mp4\"))\n", "plt.close(fig)\n", "utils.embed_video(video)" ] }, { "cell_type": "markdown", "id": "393996c0", "metadata": {}, "source": [ "Newton, one frame per iteration: a few big curvature-aware steps. The S-bend is already in place\n", "after three, and the remaining iterations only polish digits." ] }, { "cell_type": "code", "execution_count": 14, "id": "c160e347", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:45:02.809893Z", "iopub.status.busy": "2026-09-24T03:45:02.809803Z", "iopub.status.idle": "2026-09-24T03:45:03.902690Z", "shell.execute_reply": "2026-09-24T03:45:03.901685Z" } }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "res_n_all = np.concatenate([[1.0], res_n])\n", "fig, anim = utils.animate_mesh_labeled(\n", " states_n, T,\n", " [f\"iteration {k:2d}/{len(res_n)}\\nresidual {res_n_all[k]:.1e}\" for k in range(len(states_n))],\n", " rest=X, pin_pts=clamp_pts, lims=lims_video, fps=FPS_NEWTON, title=\"Newton converging\")\n", "video = simkit.filesystem.save_animation(anim, os.path.join(RESULTS_DIR, \"newton.mp4\"), fps=FPS_NEWTON,\n", " copy_to=os.path.join(MEDIA_DIR, \"021_newton.mp4\"))\n", "plt.close(fig)\n", "utils.embed_video(video)" ] }, { "cell_type": "markdown", "id": "8a431374", "metadata": {}, "source": [ "## Takeaways\n", "\n", "* **Same minimizer, two cost structures.** Newton pays a lot per iteration (assemble and\n", " PSD-project a state-dependent Hessian, re-factorize, line-search) but needs very few. Block\n", " coordinate descent factorizes **once**; each iteration is a batch of polar decompositions plus\n", " one back-substitution, cheap, but it needs many more because its constant rest-pose metric\n", " models the curvature only to first order.\n", "* **Read the two convergence plots together.** Iteration count and wall-clock time tell different\n", " stories. Time is what matters in practice, and which solver wins depends on the mesh size, the\n", " accuracy you demand and the cost of a Hessian (which grows fast with problem size, especially\n", " in 3D).\n", "* **The structure is the lesson.** `local_step` = per-element Procrustes (`polar_svd`);\n", " `global_step` = one prefactored Laplacian solve. That \"project, then solve a constant system\"\n", " pattern is exactly projective dynamics, and the next tutorial reuses it for mass-springs." ] } ], "metadata": { "kernelspec": { "display_name": "simkit", "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": "3.12.13" } }, "nbformat": 4, "nbformat_minor": 5 }