{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Regridding Benchmark: Sphedron vs xESMF\n", "\n", "This notebook compares sparse interpolation methods from **sphedron** against\n", "[xESMF](https://xesmf.readthedocs.io/) for transferring a scalar field between\n", "two uniform lat-lon grids on the sphere.\n", "\n", "We benchmark:\n", "- **xESMF**: bilinear, nearest, conservative regridding\n", "- **Sphedron**: nearest, IDW, Gaussian, local RBF (degree 0 and 1)\n", "\n", "All sphedron methods produce a sparse weight matrix `W` such that `y = W @ x`,\n", "which can be reused as a fixed linear layer in deep-learning pipelines." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2026-03-03T00:45:12.243881Z", "iopub.status.busy": "2026-03-03T00:45:12.243009Z", "iopub.status.idle": "2026-03-03T00:45:12.997002Z", "shell.execute_reply": "2026-03-03T00:45:12.996584Z" } }, "outputs": [], "source": [ "import time\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import xarray as xr\n", "import xesmf as xe\n", "\n", "from sphedron import UniformMesh\n", "from sphedron.transfer import MeshTransfer\n", "from sphedron.transform import xyz_to_thetaphi" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup\n", "\n", "We create a 1° sender grid and a 0.5° receiver grid, both uniform lat-lon.\n", "The test field is a spherical harmonic: $f(\\theta, \\varphi) = \\cos(3\\theta)\\sin(2\\varphi)$." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2026-03-03T00:45:12.998500Z", "iopub.status.busy": "2026-03-03T00:45:12.998297Z", "iopub.status.idle": "2026-03-03T00:45:13.046522Z", "shell.execute_reply": "2026-03-03T00:45:13.046130Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Sender: 64,800 nodes (1°)\n", "Receiver: 259,200 nodes (0.5°)\n" ] } ], "source": [ "sender = UniformMesh(resolution=1.0)\n", "receiver = UniformMesh(resolution=0.5)\n", "\n", "tp_s = xyz_to_thetaphi(sender.nodes)\n", "tp_r = xyz_to_thetaphi(receiver.nodes)\n", "\n", "x_send = np.cos(3 * tp_s[:, 0]) * np.sin(2 * tp_s[:, 1])\n", "y_true = np.cos(3 * tp_r[:, 0]) * np.sin(2 * tp_r[:, 1])\n", "norm_true = np.linalg.norm(y_true)\n", "\n", "print(f\"Sender: {sender.num_nodes:,} nodes (1°)\")\n", "print(f\"Receiver: {receiver.num_nodes:,} nodes (0.5°)\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's visualize the test field on the sender grid:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2026-03-03T00:45:13.098826Z", "iopub.status.busy": "2026-03-03T00:45:13.098634Z", "iopub.status.idle": "2026-03-03T00:45:13.298473Z", "shell.execute_reply": "2026-03-03T00:45:13.298050Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 1, figsize=(10, 4))\n", "field_2d = sender.reshape(x_send)\n", "im = ax.imshow(field_2d[::-1], aspect=\"auto\", cmap=\"RdBu_r\", vmin=-1, vmax=1)\n", "ax.set_title(\"Test field on sender grid (1°)\")\n", "ax.set_xlabel(\"Longitude index\")\n", "ax.set_ylabel(\"Latitude index\")\n", "plt.colorbar(im, ax=ax, shrink=0.8)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## xESMF regridding\n", "\n", "We build xesmf-compatible `xarray` datasets from the mesh coordinates\n", "and benchmark bilinear, nearest, and conservative regridding." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2026-03-03T00:45:13.299817Z", "iopub.status.busy": "2026-03-03T00:45:13.299632Z", "iopub.status.idle": "2026-03-03T00:45:13.417895Z", "shell.execute_reply": "2026-03-03T00:45:13.417545Z" } }, "outputs": [], "source": [ "# Extract lat/lon coordinates from the mesh node layout\n", "n_lat_s, n_lon_s = 180, 360\n", "n_lat_r, n_lon_r = 360, 720\n", "\n", "lat_s = 90 - np.degrees(tp_s[:n_lat_s, 0])\n", "lon_s = np.degrees(tp_s[::n_lat_s, 1]) % 360\n", "lat_r = 90 - np.degrees(tp_r[:n_lat_r, 0])\n", "lon_r = np.degrees(tp_r[::n_lat_r, 1]) % 360\n", "\n", "ds_in = xr.Dataset({\"lat\": ([\"lat\"], lat_s), \"lon\": ([\"lon\"], lon_s)})\n", "ds_out = xr.Dataset({\"lat\": ([\"lat\"], lat_r), \"lon\": ([\"lon\"], lon_r)})\n", "\n", "# Reshape flat node values to (lat, lon) for xesmf\n", "data_2d = x_send.reshape(n_lon_s, n_lat_s).T\n", "da_in = xr.DataArray(data_2d, dims=[\"lat\", \"lon\"],\n", " coords={\"lat\": lat_s, \"lon\": lon_s})" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2026-03-03T00:45:13.419481Z", "iopub.status.busy": "2026-03-03T00:45:13.419176Z", "iopub.status.idle": "2026-03-03T00:45:21.972729Z", "shell.execute_reply": "2026-03-03T00:45:21.972332Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "xesmf bilinear RMSE=2.635974e-02 rel=5.2719% build=3.468s apply=0.3509s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "xesmf nearest_s2d RMSE=7.865942e-03 rel=1.5732% build=0.687s apply=0.0119s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "xesmf conservative RMSE=7.858339e-03 rel=1.5717% build=4.005s apply=0.0197s\n" ] } ], "source": [ "import warnings\n", "warnings.filterwarnings(\"ignore\")\n", "\n", "xesmf_results = {}\n", "\n", "for method in [\"bilinear\", \"nearest_s2d\", \"conservative\"]:\n", " t0 = time.perf_counter()\n", " regridder = xe.Regridder(ds_in, ds_out, method, periodic=True)\n", " t_build = time.perf_counter() - t0\n", "\n", " t0 = time.perf_counter()\n", " result = regridder(da_in)\n", " t_apply = time.perf_counter() - t0\n", "\n", " y = result.values.T.ravel() # back to node ordering\n", " delta = y - y_true\n", " rmse = np.sqrt(np.mean(delta ** 2))\n", " rel = np.linalg.norm(delta) / norm_true\n", "\n", " xesmf_results[method] = {\n", " \"y\": y, \"rmse\": rmse, \"rel\": rel,\n", " \"build\": t_build, \"apply\": t_apply,\n", " }\n", " print(f\"xesmf {method:15s} RMSE={rmse:.6e} rel={rel:.4%} \"\n", " f\"build={t_build:.3f}s apply={t_apply:.4f}s\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Sphedron sparse transfer\n", "\n", "`MeshTransfer.build_weights()` produces a sparse CSR matrix where each row\n", "has a fixed number of non-zeros (the *degree*). The transfer is then a\n", "single sparse matrix-vector product." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2026-03-03T00:45:21.976749Z", "iopub.status.busy": "2026-03-03T00:45:21.976600Z", "iopub.status.idle": "2026-03-03T00:45:30.203073Z", "shell.execute_reply": "2026-03-03T00:45:30.202685Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "sphedron nearest RMSE=7.865942e-03 rel=1.5732% build=0.094s apply=0.0003s nnz/row=1\n", "sphedron idw(k=5) RMSE=3.391504e-03 rel=0.6783% build=0.030s apply=0.0011s nnz/row=5\n", "sphedron gaussian(k=5) RMSE=3.503608e-03 rel=0.7007% build=0.041s apply=0.0011s nnz/row=5\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "sphedron local_rbf(k=8,d=0) RMSE=2.438814e-03 rel=0.4878% build=0.788s apply=0.0013s nnz/row=8\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "sphedron local_rbf(k=8,d=1) RMSE=2.441545e-03 rel=0.4883% build=1.415s apply=0.0012s nnz/row=8\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "sphedron local_rbf(k=16,d=0) RMSE=7.509459e-03 rel=1.5019% build=2.452s apply=0.0023s nnz/row=16\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "sphedron local_rbf(k=16,d=1) RMSE=7.620532e-03 rel=1.5241% build=3.384s apply=0.0023s nnz/row=16\n" ] } ], "source": [ "transfer = MeshTransfer(sender, receiver, n_neighbors=16)\n", "\n", "sphedron_configs = [\n", " (\"nearest\", dict(method=\"nearest\")),\n", " (\"idw(k=5)\", dict(method=\"idw\", k=5)),\n", " (\"gaussian(k=5)\", dict(method=\"gaussian\", k=5)),\n", " (\"local_rbf(k=8,d=0)\", dict(method=\"local_rbf\", k=8, degree=0)),\n", " (\"local_rbf(k=8,d=1)\", dict(method=\"local_rbf\", k=8, degree=1)),\n", " (\"local_rbf(k=16,d=0)\", dict(method=\"local_rbf\", k=16, degree=0)),\n", " (\"local_rbf(k=16,d=1)\", dict(method=\"local_rbf\", k=16, degree=1)),\n", "]\n", "\n", "sphedron_results = {}\n", "\n", "for name, kwargs in sphedron_configs:\n", " t0 = time.perf_counter()\n", " W = transfer.build_weights(**kwargs)\n", " t_build = time.perf_counter() - t0\n", "\n", " t0 = time.perf_counter()\n", " y = W @ x_send\n", " t_apply = time.perf_counter() - t0\n", "\n", " delta = y - y_true\n", " rmse = np.sqrt(np.mean(delta ** 2))\n", " rel = np.linalg.norm(delta) / norm_true\n", " nnz = W.nnz / W.shape[0]\n", "\n", " sphedron_results[name] = {\n", " \"y\": y, \"rmse\": rmse, \"rel\": rel,\n", " \"build\": t_build, \"apply\": t_apply, \"nnz\": nnz,\n", " }\n", " print(f\"sphedron {name:20s} RMSE={rmse:.6e} rel={rel:.4%} \"\n", " f\"build={t_build:.3f}s apply={t_apply:.4f}s nnz/row={nnz:.0f}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Comparison table" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2026-03-03T00:45:30.210168Z", "iopub.status.busy": "2026-03-03T00:45:30.210010Z", "iopub.status.idle": "2026-03-03T00:45:30.213358Z", "shell.execute_reply": "2026-03-03T00:45:30.213014Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Method RMSE Rel. Error Build Apply\n", "------------------------------------------------------------------------\n", "xesmf bilinear 2.635974e-02 5.2719% 3.468s 0.3509s\n", "xesmf nearest_s2d 7.865942e-03 1.5732% 0.687s 0.0119s\n", "xesmf conservative 7.858339e-03 1.5717% 4.005s 0.0197s\n", "\n", "sphedron nearest 7.865942e-03 1.5732% 0.094s 0.0003s\n", "sphedron idw(k=5) 3.391504e-03 0.6783% 0.030s 0.0011s\n", "sphedron gaussian(k=5) 3.503608e-03 0.7007% 0.041s 0.0011s\n", "sphedron local_rbf(k=8,d=0) 2.438814e-03 0.4878% 0.788s 0.0013s\n", "sphedron local_rbf(k=8,d=1) 2.441545e-03 0.4883% 1.415s 0.0012s\n", "sphedron local_rbf(k=16,d=0) 7.509459e-03 1.5019% 2.452s 0.0023s\n", "sphedron local_rbf(k=16,d=1) 7.620532e-03 1.5241% 3.384s 0.0023s\n" ] } ], "source": [ "print(f\"{'Method':<30s} {'RMSE':>12s} {'Rel. Error':>12s} {'Build':>8s} {'Apply':>8s}\")\n", "print(\"-\" * 72)\n", "\n", "for method, r in xesmf_results.items():\n", " print(f\"xesmf {method:<24s} {r['rmse']:>12.6e} {r['rel']:>11.4%} \"\n", " f\"{r['build']:>7.3f}s {r['apply']:>7.4f}s\")\n", "\n", "print()\n", "for name, r in sphedron_results.items():\n", " print(f\"sphedron {name:<21s} {r['rmse']:>12.6e} {r['rel']:>11.4%} \"\n", " f\"{r['build']:>7.3f}s {r['apply']:>7.4f}s\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Error visualization\n", "\n", "Let's compare the interpolation error spatially for the best method from each library." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2026-03-03T00:45:30.214679Z", "iopub.status.busy": "2026-03-03T00:45:30.214541Z", "iopub.status.idle": "2026-03-03T00:45:30.512349Z", "shell.execute_reply": "2026-03-03T00:45:30.511908Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "best_xesmf = xesmf_results[\"conservative\"][\"y\"]\n", "best_sphedron = sphedron_results[\"local_rbf(k=8,d=0)\"][\"y\"]\n", "\n", "err_xesmf = receiver.reshape(best_xesmf - y_true)\n", "err_sphedron = receiver.reshape(best_sphedron - y_true)\n", "\n", "vmax = max(np.abs(err_xesmf).max(), np.abs(err_sphedron).max())\n", "\n", "fig, axes = plt.subplots(1, 2, figsize=(14, 4))\n", "\n", "im0 = axes[0].imshow(err_xesmf[::-1], aspect=\"auto\", cmap=\"RdBu_r\",\n", " vmin=-vmax, vmax=vmax)\n", "axes[0].set_title(f\"xesmf conservative (rel={xesmf_results['conservative']['rel']:.4%})\")\n", "axes[0].set_xlabel(\"Longitude index\")\n", "axes[0].set_ylabel(\"Latitude index\")\n", "\n", "im1 = axes[1].imshow(err_sphedron[::-1], aspect=\"auto\", cmap=\"RdBu_r\",\n", " vmin=-vmax, vmax=vmax)\n", "axes[1].set_title(f\"sphedron local_rbf(k=8,d=0) (rel={sphedron_results['local_rbf(k=8,d=0)']['rel']:.4%})\")\n", "axes[1].set_xlabel(\"Longitude index\")\n", "\n", "plt.colorbar(im1, ax=axes, shrink=0.8, label=\"Error\")\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Bar chart comparison" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2026-03-03T00:45:30.514723Z", "iopub.status.busy": "2026-03-03T00:45:30.514586Z", "iopub.status.idle": "2026-03-03T00:45:30.674051Z", "shell.execute_reply": "2026-03-03T00:45:30.673650Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "all_names = [f\"xesmf {m}\" for m in xesmf_results] + \\\n", " [f\"sphedron {n}\" for n in sphedron_results]\n", "all_rel = [r[\"rel\"] * 100 for r in xesmf_results.values()] + \\\n", " [r[\"rel\"] * 100 for r in sphedron_results.values()]\n", "all_build = [r[\"build\"] for r in xesmf_results.values()] + \\\n", " [r[\"build\"] for r in sphedron_results.values()]\n", "\n", "colors = [\"#d62728\"] * len(xesmf_results) + [\"#1f77b4\"] * len(sphedron_results)\n", "\n", "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(14, 5))\n", "\n", "ax1.barh(range(len(all_names)), all_rel, color=colors)\n", "ax1.set_yticks(range(len(all_names)))\n", "ax1.set_yticklabels(all_names, fontsize=9)\n", "ax1.set_xlabel(\"Relative Error (%)\")\n", "ax1.set_title(\"Interpolation Accuracy\")\n", "ax1.invert_yaxis()\n", "\n", "ax2.barh(range(len(all_names)), all_build, color=colors)\n", "ax2.set_yticks(range(len(all_names)))\n", "ax2.set_yticklabels(all_names, fontsize=9)\n", "ax2.set_xlabel(\"Build Time (s)\")\n", "ax2.set_title(\"Weight Computation Time\")\n", "ax2.invert_yaxis()\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Icosphere sender (factor=64)\n", "\n", "The previous benchmark used a uniform lat-lon sender grid, which xESMF is\n", "designed for. Now let's use an **Icosphere** as the sender -- a triangular mesh\n", "with quasi-uniform node spacing. xESMF requires structured grids, so it cannot\n", "handle this case. Sphedron works on arbitrary point clouds." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2026-03-03T00:45:30.675331Z", "iopub.status.busy": "2026-03-03T00:45:30.675195Z", "iopub.status.idle": "2026-03-03T00:45:30.683599Z", "shell.execute_reply": "2026-03-03T00:45:30.683189Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Icosphere factor=64: 40,962 nodes\n", "Receiver (same): 259,200 nodes (0.5°)\n" ] } ], "source": [ "from sphedron import Icosphere\n", "\n", "ico = Icosphere.from_base(refine_factor=64)\n", "print(f\"Icosphere factor=64: {ico.num_nodes:,} nodes\")\n", "print(f\"Receiver (same): {receiver.num_nodes:,} nodes (0.5°)\")\n", "\n", "tp_ico = xyz_to_thetaphi(ico.nodes)\n", "x_ico = np.cos(3 * tp_ico[:, 0]) * np.sin(2 * tp_ico[:, 1])\n", "\n", "ico_transfer = MeshTransfer(ico, receiver, n_neighbors=16)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2026-03-03T00:45:30.684886Z", "iopub.status.busy": "2026-03-03T00:45:30.684774Z", "iopub.status.idle": "2026-03-03T00:45:38.919750Z", "shell.execute_reply": "2026-03-03T00:45:38.919359Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "nearest RMSE 7.4391e-02 Rel 14.8781% Build 0.048s Apply 0.43ms\n", "idw(k=5) RMSE 7.1263e-02 Rel 14.2526% Build 0.032s Apply 1.12ms\n", "gaussian(k=5) RMSE 6.3140e-02 Rel 12.6281% Build 0.043s Apply 1.12ms\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "local_rbf(k=8,d=0) RMSE 5.2474e-02 Rel 10.4949% Build 0.785s Apply 1.29ms\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "local_rbf(k=8,d=1) RMSE 5.2149e-02 Rel 10.4298% Build 1.427s Apply 1.27ms\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "local_rbf(k=16,d=0) RMSE 5.3774e-02 Rel 10.7547% Build 2.507s Apply 2.40ms\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "local_rbf(k=16,d=1) RMSE 5.3743e-02 Rel 10.7486% Build 3.352s Apply 2.38ms\n" ] } ], "source": [ "# True field on receiver\n", "y_true_ico = np.cos(3 * tp_r[:, 0]) * np.sin(2 * tp_r[:, 1])\n", "\n", "ico_results = {}\n", "for name, kw in sphedron_configs:\n", " t0 = time.perf_counter()\n", " W = ico_transfer.build_weights(**kw)\n", " build = time.perf_counter() - t0\n", " t0 = time.perf_counter()\n", " y = W @ x_ico\n", " apply = time.perf_counter() - t0\n", " delta = y - y_true_ico\n", " rmse = np.sqrt(np.mean(delta**2))\n", " rel = np.linalg.norm(delta) / np.linalg.norm(y_true_ico)\n", " ico_results[name] = dict(y=y, rmse=rmse, rel=rel, build=build, apply=apply,\n", " nnz=W.nnz // W.shape[0])\n", " print(f\"{name:<30s} RMSE {rmse:.4e} Rel {rel:.4%} \"\n", " f\"Build {build:.3f}s Apply {apply*1e3:.2f}ms\")" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "execution": { "iopub.execute_input": "2026-03-03T00:45:38.926692Z", "iopub.status.busy": "2026-03-03T00:45:38.926547Z", "iopub.status.idle": "2026-03-03T00:45:38.929525Z", "shell.execute_reply": "2026-03-03T00:45:38.929176Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Method Uniform 1° Icosphere f64\n", "------------------------------------------------------------\n", "nearest 1.5732% 14.8781%\n", "idw(k=5) 0.6783% 14.2526%\n", "gaussian(k=5) 0.7007% 12.6281%\n", "local_rbf(k=8,d=0) 0.4878% 10.4949%\n", "local_rbf(k=8,d=1) 0.4883% 10.4298%\n", "local_rbf(k=16,d=0) 1.5019% 10.7547%\n", "local_rbf(k=16,d=1) 1.5241% 10.7486%\n" ] } ], "source": [ "print(f\"{'Method':<30s} {'Uniform 1°':>14s} {'Icosphere f64':>14s}\")\n", "print(\"-\" * 60)\n", "for name in sphedron_results:\n", " u_rel = sphedron_results[name][\"rel\"]\n", " i_rel = ico_results.get(name, {}).get(\"rel\", float(\"nan\"))\n", " print(f\"{name:<30s} {u_rel:>13.4%} {i_rel:>13.4%}\")" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "execution": { "iopub.execute_input": "2026-03-03T00:45:38.930768Z", "iopub.status.busy": "2026-03-03T00:45:38.930628Z", "iopub.status.idle": "2026-03-03T00:45:39.038038Z", "shell.execute_reply": "2026-03-03T00:45:39.037705Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(10, 5))\n", "names = list(sphedron_results.keys())\n", "x_pos = np.arange(len(names))\n", "width = 0.35\n", "\n", "uniform_rels = [sphedron_results[n][\"rel\"] * 100 for n in names]\n", "ico_rels = [ico_results[n][\"rel\"] * 100 for n in names]\n", "\n", "ax.bar(x_pos - width/2, uniform_rels, width, label=\"Uniform 1°\")\n", "ax.bar(x_pos + width/2, ico_rels, width, label=\"Icosphere f=64\")\n", "ax.set_ylabel(\"Relative error (%)\")\n", "ax.set_title(\"Sphedron transfer: Uniform vs Icosphere sender\")\n", "ax.set_xticks(x_pos)\n", "ax.set_xticklabels(names, rotation=30, ha=\"right\")\n", "ax.legend()\n", "ax.grid(axis=\"y\", alpha=0.3)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Using the sparse weights in PyTorch\n", "\n", "Since `W` is a fixed sparse matrix, the transfer `y = Wx` is differentiable\n", "and can be used directly as a layer in a neural network." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "execution": { "iopub.execute_input": "2026-03-03T00:45:39.039357Z", "iopub.status.busy": "2026-03-03T00:45:39.039150Z", "iopub.status.idle": "2026-03-03T00:45:40.697028Z", "shell.execute_reply": "2026-03-03T00:45:40.696675Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Input: torch.Size([64800])\n", "Output: torch.Size([259200])\n", "Gradient: torch.Size([64800]) (nonzero: 64800/64800)\n", "\n", "Gradients flow correctly through the sparse transfer.\n" ] } ], "source": [ "import torch\n", "\n", "W = transfer.build_weights(method=\"local_rbf\", k=8, degree=0)\n", "\n", "# Convert scipy sparse -> PyTorch sparse\n", "W_coo = W.tocoo()\n", "indices = torch.LongTensor(np.vstack([W_coo.row, W_coo.col]))\n", "values = torch.FloatTensor(W_coo.data)\n", "W_torch = torch.sparse_coo_tensor(indices, values, W_coo.shape)\n", "\n", "# Forward + backward pass\n", "x = torch.FloatTensor(x_send)\n", "x.requires_grad_(True)\n", "\n", "y = torch.sparse.mm(W_torch, x.unsqueeze(1)).squeeze(1)\n", "loss = y.sum()\n", "loss.backward()\n", "\n", "print(f\"Input: {x.shape}\")\n", "print(f\"Output: {y.shape}\")\n", "print(f\"Gradient: {x.grad.shape} (nonzero: {(x.grad != 0).sum()}/{x.grad.shape[0]})\")\n", "print(\"\\nGradients flow correctly through the sparse transfer.\")" ] } ], "metadata": { "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": "3.10.16" } }, "nbformat": 4, "nbformat_minor": 4 }