{ "cells": [ { "cell_type": "markdown", "id": "035b3d30", "metadata": {}, "source": [ "# Appendix: Benchmarking Solvers\n", "\n", "Benchmarks on simple test structures can be used for\n", "1. Investigation of convergence of the classical tortuosity factor with increasing voxel count. This addresses [pixelation artifacts](https://iopscience.iop.org/article/10.1149/1945-7111/ad9a07).\n", "2. Cross-validation between various solvers to check consistency and different wall-time and RAM scaling (`Solver`, `PeriodicSolver`, `AnisotropicSolver`, `MultiPhaseSolver`).\n", "\n", "In `utils.py`, various test structures are predefined which can directly be called by the `run_benchmark_study` function in `benchmark.py`. We first visualise the various test structures..." ] }, { "cell_type": "code", "execution_count": 1, "id": "efd6ea98", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from taufactor.utils import create_fcc_cube, \\\n", " create_stacked_blocks, create_2d_diagonals, \\\n", " create_3d_diagonals, create_2d_zigzag\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "Nx = 16\n", "fields = {}\n", "\n", "fields[\"fcc\"] = create_fcc_cube(Nx)\n", "fields[\"blocks\"] = create_stacked_blocks(Nx, features=1)\n", "fields[\"2d_diagonals\"] = create_2d_diagonals(Nx, features=1)\n", "fields[\"2d_zigzag\"] = create_2d_zigzag(Nx, features=1)\n", "fields[\"3d_diagonals\"] = create_3d_diagonals(Nx, features=1)\n", "\n", "fig, axes = plt.subplots(nrows=1, ncols=5, figsize=(15, 4), dpi=100)\n", "for i, structure in enumerate(fields.keys()):\n", " axes[i].remove()\n", " axes[i] = fig.add_subplot(1, 5, i + 1, projection='3d')\n", " axes[i].voxels(np.transpose(fields[structure], (2,1,0))==1, facecolors='gray', edgecolor='black', alpha=1.0)\n", " axes[i].set_zlim(0, Nx)\n", " axes[i].set_aspect('equal')\n", " axes[i].set_title(structure)\n", " axes[i].set_xlim(0, Nx)\n", " axes[i].set_ylim(0, Nx)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "10b6cd50", "metadata": {}, "source": [ "It is also possible to create the ``blocks``, ``2d_diagonals``, ``2d_zigzag`` and ``3d_diagonals`` with multiple features in a repeating pattern e.g." ] }, { "cell_type": "code", "execution_count": 2, "id": "44c9689a", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from taufactor.metrics import label_periodic\n", "from scipy.ndimage import generate_binary_structure\n", "\n", "fields = {}\n", "features = 2\n", "fields[\"blocks\"] = create_stacked_blocks(Nx, features=features)\n", "fields[\"2d_diagonals\"] = create_2d_diagonals(Nx, features=features)\n", "fields[\"2d_zigzag\"] = create_2d_zigzag(Nx, features=features)\n", "fields[\"3d_diagonals\"] = create_3d_diagonals(Nx, features=features)\n", "\n", "fields[\"blocks\"][Nx//2:,:Nx//2,Nx//2:] *= 2\n", "connectivity = generate_binary_structure(3, 1)\n", "fields[\"2d_diagonals\"] = label_periodic(fields[\"2d_diagonals\"], 1, connectivity, periodic=(False, True, True))[0]\n", "fields[\"2d_zigzag\"] = label_periodic(fields[\"2d_zigzag\"], 1, connectivity, periodic=(False, True, True))[0]\n", "fields[\"3d_diagonals\"] = label_periodic(fields[\"3d_diagonals\"], 1, connectivity, periodic=(False, True, True))[0]\n", "\n", "colors = ['white', 'gray', 'red', 'blue', 'green']\n", "fig, axes = plt.subplots(nrows=1, ncols=4, figsize=(15, 4), dpi=100)\n", "for i, structure in enumerate(fields.keys()):\n", " axes[i].remove()\n", " axes[i] = fig.add_subplot(1, 5, i + 1, projection='3d')\n", " for j in np.unique(fields[structure]):\n", " if j>0:\n", " axes[i].voxels(np.transpose(fields[structure], (2,1,0))==j, facecolors=colors[j], edgecolor='black', alpha=1.0)\n", " axes[i].set_zlim(0, Nx)\n", " axes[i].set_aspect('equal')\n", " axes[i].set_title(structure)\n", " axes[i].set_xlim(0, Nx)\n", " axes[i].set_ylim(0, Nx)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "315e4c95", "metadata": {}, "source": [ "## Tau Convergence vs. Voxel Count on FCC cube" ] }, { "cell_type": "code", "execution_count": 3, "id": "74891896", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Nstructuresolverdeviceconv_crittotal_timesolve_timeiterationstaufactortorch_curtorch_maxtorch_res
032fccSolvercuda0.0010.2328430.1044054003.3070940.710.972.10
164fccSolvercuda0.0010.1026490.0828045002.3481185.457.5427.26
2100fccSolvercuda0.0010.3594050.3088098002.18431621.2229.2244.04
3128fccSolvercuda0.0011.5371791.45301610002.10669742.7459.5285.98
4200fccSolvercuda0.00111.48228911.10571015002.029747163.11227.11236.98
5256fccSolvercuda0.00131.58384130.96270420002.001894339.74473.96480.25
6300fccSolvercuda0.00160.36310659.18377124001.984324546.30762.30773.85
\n", "
" ], "text/plain": [ " N structure solver device conv_crit total_time solve_time \\\n", "0 32 fcc Solver cuda 0.001 0.232843 0.104405 \n", "1 64 fcc Solver cuda 0.001 0.102649 0.082804 \n", "2 100 fcc Solver cuda 0.001 0.359405 0.308809 \n", "3 128 fcc Solver cuda 0.001 1.537179 1.453016 \n", "4 200 fcc Solver cuda 0.001 11.482289 11.105710 \n", "5 256 fcc Solver cuda 0.001 31.583841 30.962704 \n", "6 300 fcc Solver cuda 0.001 60.363106 59.183771 \n", "\n", " iterations taufactor torch_cur torch_max torch_res \n", "0 400 3.307094 0.71 0.97 2.10 \n", "1 500 2.348118 5.45 7.54 27.26 \n", "2 800 2.184316 21.22 29.22 44.04 \n", "3 1000 2.106697 42.74 59.52 85.98 \n", "4 1500 2.029747 163.11 227.11 236.98 \n", "5 2000 2.001894 339.74 473.96 480.25 \n", "6 2400 1.984324 546.30 762.30 773.85 " ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from taufactor.benchmark import run_benchmark_study\n", "import pandas as pd\n", "\n", "Ns = [32, 64, 100, 128, 200, 256, 300]\n", "res = run_benchmark_study(\n", " Ns=Ns,\n", " devices=['cuda'],\n", " conv_crit_values=[1e-3],\n", " structure='fcc',\n", " solver='Solver',\n", " write_file=False,\n", ")\n", "\n", "df_solver = pd.DataFrame(res).sort_values('N').reset_index(drop=True)\n", "df_solver" ] }, { "cell_type": "code", "execution_count": 4, "id": "7e0aa233", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(5, 3), dpi=100)\n", "x_voxels = df_solver['N'] ** 3\n", "ax.plot(x_voxels, df_solver['taufactor'], marker='o', linewidth=2, color='#1f77b4', label='Solver')\n", "ax.set_xscale('log')\n", "ax.set_xlabel('voxels ($N^3$)')\n", "ax.set_ylabel('$\\\\tau_\\\\text{classic}$')\n", "ax.set_title('Tau vs. voxel count')\n", "ax.grid(True, alpha=0.3)\n", "ax.legend(loc='best')\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "36b719ba", "metadata": {}, "source": [ "## Solver Cross-Comparison (Wall Time and RAM)" ] }, { "cell_type": "code", "execution_count": 5, "id": "446d418a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Running Solver...\n", "Running PeriodicSolver...\n", "Running AnisotropicSolver...\n", "Running MultiPhaseSolver...\n" ] } ], "source": [ "solver_specs = [\n", " {'solver': 'Solver', 'label': 'Solver', 'solver_kwargs': {}},\n", " {'solver': 'PeriodicSolver', 'label': 'PeriodicSolver', 'solver_kwargs': {}},\n", " {'solver': 'AnisotropicSolver', 'label': 'AnisotropicSolver', 'solver_kwargs': {'spacing': (1.0, 1.0, 1.0)}},\n", " {'solver': 'MultiPhaseSolver', 'label': 'MultiPhaseSolver', 'solver_kwargs': {}},\n", "]\n", "\n", "all_rows = []\n", "for spec in solver_specs:\n", " print(f\"Running {spec['label']}...\")\n", " rows = run_benchmark_study(\n", " Ns=Ns,\n", " devices=['cuda'],\n", " conv_crit_values=[1e-3],\n", " structure='fcc',\n", " solver=spec['solver'],\n", " solver_kwargs=spec['solver_kwargs'],\n", " outfile='fcc_benchmark_results.txt',\n", " write_file=True,\n", " )\n", " for r in rows:\n", " r['solver_label'] = spec['label']\n", " all_rows.extend(rows)\n", "\n", "df_compare = pd.DataFrame(all_rows)\n", "# df_compare" ] }, { "cell_type": "code", "execution_count": 6, "id": "ac97cbca", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "colors = {\n", " 'Solver': '#1f77b4',\n", " 'PeriodicSolver': '#2ca02c',\n", " 'AnisotropicSolver': '#ff7f0e',\n", " 'MultiPhaseSolver': '#d62728',\n", "}\n", "markers = {\n", " 'Solver': 'o',\n", " 'PeriodicSolver': 's',\n", " 'AnisotropicSolver': '^',\n", " 'MultiPhaseSolver': 'D',\n", "}\n", "\n", "fig, (ax1, ax2, ax3) = plt.subplots(1, 3, figsize=(10, 4), dpi=200)\n", "for label, g in df_compare.groupby('solver_label'):\n", " g = g.sort_values('N')\n", " x = g['N'] ** 3\n", " ax1.loglog(\n", " x, g['solve_time'], marker=markers.get(label, 'o'), linewidth=2,\n", " color=colors.get(label), label=label\n", " )\n", " ax2.loglog(\n", " x, g['torch_max']/1024, marker=markers.get(label, 'o'), linewidth=2,\n", " color=colors.get(label), label=label\n", " )\n", " ax3.semilogx(\n", " x, g['taufactor'], marker=markers.get(label, 'o'), linewidth=2,\n", " color=colors.get(label), label=label, linestyle='--'\n", " )\n", "\n", "# Hardware reference lines when using CUDA\n", "for x, y, txt in [(3e4, 4, 'RTX 500 Ada (4 GB)'), (3e5, 48, 'RTX A6000 (48 GB)'), (3e6, 80, 'A100 (80 GB)')]:\n", " ax2.axhline(y, color='black', linestyle='--', linewidth=1)\n", " ax2.text(x, y, txt, fontsize=8, color='black')\n", "\n", "ax1.set_xlabel('voxels ($N^3$)')\n", "ax1.set_ylabel('wall time [s]')\n", "ax1.set_title('Wall time scaling')\n", "ax1.legend(loc='best', fontsize=8)\n", "ax1.grid(True, alpha=0.3)\n", "\n", "ax2.set_xlabel('voxels ($N^3$)')\n", "ax2.set_ylabel('RAM usage [GB]')\n", "ax2.set_title('Max RAM scaling')\n", "ax2.legend(loc='best', fontsize=8)\n", "ax2.set_ylim(0.001, 150)\n", "ax2.grid(True, alpha=0.3)\n", "\n", "ax3.set_xlabel('voxels ($N^3$)')\n", "ax3.set_ylabel('$\\\\tau_\\\\text{classic}$')\n", "ax3.set_title('$\\\\tau_\\\\text{classic}$ convergence')\n", "ax3.legend(loc='best', fontsize=8)\n", "ax3.set_ylim(1.8, 3.8)\n", "ax3.grid(True, alpha=0.3)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 7, "id": "d900fab0", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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solver_labelwall_time_mean_swall_time_max_sram_peak_MBmax_iterations
3Solver14.76711759.091109762.302400
2PeriodicSolver14.91786959.956331760.202400
0AnisotropicSolver16.00860964.687983870.302400
1MultiPhaseSolver25.325081101.6441471192.922400
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" ], "text/plain": [ " solver_label wall_time_mean_s wall_time_max_s ram_peak_MB \\\n", "3 Solver 14.767117 59.091109 762.30 \n", "2 PeriodicSolver 14.917869 59.956331 760.20 \n", "0 AnisotropicSolver 16.008609 64.687983 870.30 \n", "1 MultiPhaseSolver 25.325081 101.644147 1192.92 \n", "\n", " max_iterations \n", "3 2400 \n", "2 2400 \n", "0 2400 \n", "1 2400 " ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "summary = (\n", " df_compare.groupby('solver_label', as_index=False)\n", " .agg(\n", " wall_time_mean_s=('solve_time', 'mean'),\n", " wall_time_max_s=('solve_time', 'max'),\n", " ram_peak_MB=('torch_max', 'max'),\n", " max_iterations=('iterations', 'max'),\n", " )\n", " .sort_values('wall_time_mean_s')\n", ")\n", "summary" ] }, { "cell_type": "markdown", "id": "af29f308", "metadata": {}, "source": [ "## Multiphase Diffusivity Study" ] }, { "cell_type": "markdown", "id": "f139cc7c", "metadata": {}, "source": [ "It is furthermore possible to create your own test geometries and run a benchmark study with them. To do so, you need to write a function and pass it to the benchmark study call. We combine this here with testing specifics of the multi-phase solver." ] }, { "cell_type": "code", "execution_count": 8, "id": "f4de352a", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Nstructuresolverdeviceconv_crittotal_timesolve_timeiterationstaufactortorch_curtorch_maxtorch_resdiffusivity
064multi_zigzagMultiPhaseSolvercuda0.0010.3613500.3094716004.8634718.5411.6929.360.1
164multi_zigzagMultiPhaseSolvercuda0.0010.2261410.1739965001.8087378.5411.6929.360.5
264multi_zigzagMultiPhaseSolvercuda0.0010.1493340.1281304001.6071598.5411.6929.361.0
364multi_zigzagMultiPhaseSolvercuda0.0010.1817950.1515895001.8087378.5411.6929.362.0
464multi_zigzagMultiPhaseSolvercuda0.0010.1713820.1538696004.8634068.5411.6929.3610.0
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" ], "text/plain": [ " N structure solver device conv_crit total_time \\\n", "0 64 multi_zigzag MultiPhaseSolver cuda 0.001 0.361350 \n", "1 64 multi_zigzag MultiPhaseSolver cuda 0.001 0.226141 \n", "2 64 multi_zigzag MultiPhaseSolver cuda 0.001 0.149334 \n", "3 64 multi_zigzag MultiPhaseSolver cuda 0.001 0.181795 \n", "4 64 multi_zigzag MultiPhaseSolver cuda 0.001 0.171382 \n", "\n", " solve_time iterations taufactor torch_cur torch_max torch_res \\\n", "0 0.309471 600 4.863471 8.54 11.69 29.36 \n", "1 0.173996 500 1.808737 8.54 11.69 29.36 \n", "2 0.128130 400 1.607159 8.54 11.69 29.36 \n", "3 0.151589 500 1.808737 8.54 11.69 29.36 \n", "4 0.153869 600 4.863406 8.54 11.69 29.36 \n", "\n", " diffusivity \n", "0 0.1 \n", "1 0.5 \n", "2 1.0 \n", "3 2.0 \n", "4 10.0 " ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from taufactor.utils import create_2d_zigzag\n", "\n", "def multi_zigzag(Nx):\n", " geom = create_2d_zigzag(Nx, features=1)\n", " N2 = Nx // 2\n", " geom[:N2, :, :][geom[:N2, :, :] == 1] = 2\n", " return geom\n", "\n", "all_rows = []\n", "diffusivities = [0.1, 0.5, 1.0, 2.0, 10.0]\n", "\n", "for c in diffusivities:\n", " rows = run_benchmark_study(\n", " Ns=[64],\n", " solver='MultiPhaseSolver',\n", " solver_kwargs={'diffusivities': {0:0, 1: 1.0, 2: c}},\n", " structure=multi_zigzag,\n", " write_file=False,\n", " )\n", " for r in rows:\n", " r['diffusivity'] = c\n", " all_rows.extend(rows)\n", "\n", "df_ratio = pd.DataFrame(all_rows).sort_values('diffusivity').reset_index(drop=True)\n", "df_ratio" ] }, { "cell_type": "markdown", "id": "09373651", "metadata": {}, "source": [ "The results of this first study show that the tortuosity factor of multiphase simulations depends on the ratio of diffusivities/conductivities. When $D_a$ is kept at $1$ and $D_b\\in[0.1, 0.5, 1.0, 2.0, 10.0]$, we observe a symmetry in $\\tau_\\text{c}$ values.\n", "\n", "In the next study, we create multiple diagonals, which are labelled as $1$ and $2$ (see the Figure above with grey and red features). Even though the effective diffusivity depends on the actual value of $D_b$, the tortuosity factor does not and is, in this case of parallel conducting channels, a purely geometric quantity." ] }, { "cell_type": "code", "execution_count": 9, "id": "9f24542f", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Nstructuresolverdeviceconv_crittotal_timesolve_timeiterationstaufactortorch_curtorch_maxtorch_resdiffusivity
064multi_diagonalPeriodicMultiPhaseSolvercuda0.0010.2396400.2208415002.0101208.5411.6929.360.1
164multi_diagonalPeriodicMultiPhaseSolvercuda0.0010.2604280.2356325002.0101218.5411.6929.360.5
264multi_diagonalPeriodicMultiPhaseSolvercuda0.0010.2414860.2185915002.0101218.5411.6929.361.0
364multi_diagonalPeriodicMultiPhaseSolvercuda0.0010.2093100.1883525002.0101218.5411.6929.362.0
464multi_diagonalPeriodicMultiPhaseSolvercuda0.0010.2087700.1889875002.0101218.5411.6929.3610.0
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" ], "text/plain": [ " N structure solver device conv_crit total_time \\\n", "0 64 multi_diagonal PeriodicMultiPhaseSolver cuda 0.001 0.239640 \n", "1 64 multi_diagonal PeriodicMultiPhaseSolver cuda 0.001 0.260428 \n", "2 64 multi_diagonal PeriodicMultiPhaseSolver cuda 0.001 0.241486 \n", "3 64 multi_diagonal PeriodicMultiPhaseSolver cuda 0.001 0.209310 \n", "4 64 multi_diagonal PeriodicMultiPhaseSolver cuda 0.001 0.208770 \n", "\n", " solve_time iterations taufactor torch_cur torch_max torch_res \\\n", "0 0.220841 500 2.010120 8.54 11.69 29.36 \n", "1 0.235632 500 2.010121 8.54 11.69 29.36 \n", "2 0.218591 500 2.010121 8.54 11.69 29.36 \n", "3 0.188352 500 2.010121 8.54 11.69 29.36 \n", "4 0.188987 500 2.010121 8.54 11.69 29.36 \n", "\n", " diffusivity \n", "0 0.1 \n", "1 0.5 \n", "2 1.0 \n", "3 2.0 \n", "4 10.0 " ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from taufactor.utils import create_2d_diagonals\n", "\n", "def multi_diagonal(Nx):\n", " geom = create_2d_diagonals(Nx, features=2)\n", " geom = label_periodic(geom, 1, connectivity, periodic=(False, True, True))[0]\n", " return geom\n", "\n", "all_rows = []\n", "diffusivities = [0.1, 0.5, 1.0, 2.0, 10.0]\n", "\n", "for c in diffusivities:\n", " rows = run_benchmark_study(\n", " Ns=[64],\n", " solver='PeriodicMultiPhaseSolver',\n", " solver_kwargs={'diffusivities': {0:0, 1:1, 2:c, 3:1, 4:c}},\n", " structure=multi_diagonal,\n", " write_file=False,\n", " )\n", " for r in rows:\n", " r['diffusivity'] = c\n", " all_rows.extend(rows)\n", "\n", "df_ratio = pd.DataFrame(all_rows).sort_values('diffusivity').reset_index(drop=True)\n", "df_ratio" ] }, { "cell_type": "markdown", "id": "8b31b389", "metadata": {}, "source": [ "This multi-phase $\\tau_\\text{c}$ value of $2.01$ is identical to the result obtained with the ``PeriodicSolver`` and ``PeriodicMultiPhaseSolver`` for binary labelled channels (i.e. label 0 is isolating and label 1 has a diffusivity of $D=1$)." ] }, { "cell_type": "code", "execution_count": 10, "id": "8f736222", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Nstructuresolverdeviceconv_crittotal_timesolve_timeiterationstaufactortorch_curtorch_maxtorch_res
064diagonal2dPeriodicSolvercuda0.0010.1417110.1257175002.0101215.387.4727.26
164diagonal2dPeriodicMultiPhaseSolvercuda0.0010.2650610.2466005002.0101218.5411.6929.36
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" ], "text/plain": [ " N structure solver device conv_crit total_time \\\n", "0 64 diagonal2d PeriodicSolver cuda 0.001 0.141711 \n", "1 64 diagonal2d PeriodicMultiPhaseSolver cuda 0.001 0.265061 \n", "\n", " solve_time iterations taufactor torch_cur torch_max torch_res \n", "0 0.125717 500 2.010121 5.38 7.47 27.26 \n", "1 0.246600 500 2.010121 8.54 11.69 29.36 " ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "all_rows = []\n", "for solver in ['PeriodicSolver', 'PeriodicMultiPhaseSolver']:\n", " res = run_benchmark_study(\n", " Ns=[64], solver=solver,\n", " structure='diagonal2d', features=2,\n", " write_file=False,\n", " )\n", " all_rows.extend(res)\n", "df = pd.DataFrame(all_rows).sort_values('N').reset_index(drop=True)\n", "df" ] } ], "metadata": { "kernelspec": { "display_name": "voxenv", "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": "3.12.11" } }, "nbformat": 4, "nbformat_minor": 5 }