{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# WPM 3D with storing intermediate data\n", "\n", "3D drawings are very nice, but sometimes we have not enough memory to store data. In this case we can use the following functions at Scalar_fields_XY scheme: WPM and BPM.\n", "\n", "It is quite easy to execute them at vacuum, as only a XY initial field is required. However it is also possible to use a 3d refractive index structure. In order to not storing it, a function with the XYZ definition is required. However, the data are only extracted for each z position, and then no problems with storage are produced.\n", "\n", "In my computer, I have got the following results:\n", "- 128 x 128 x 128 = 600 ms\n", "- 256 x 256 x 256 = 5 seconds\n", "- 512 x 512 x 512 = 44 seconds (I could not resolve it in XYZ).\n", "- 1024 x 1024 x 1024 = 7 minutes (I could not resolve it in XYZ).\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Modules" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from diffractio import np, plt, um, degrees\n", "\n", "from diffractio.scalar_masks_XY import Scalar_mask_XY\n", "from diffractio.scalar_sources_XY import Scalar_source_XY\n", "from diffractio.scalar_masks_XYZ import Scalar_mask_XYZ" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "num_z = 256\n", "\n", "x = np.linspace(-50 * um, 50 * um, 256)\n", "y = np.linspace(-50 * um, 50 * um, 256)\n", "z = np.linspace(0, 101 * um, num_z)\n", "z_obs = z[-1]\n", "wavelength = 5 * um" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "t0 = Scalar_mask_XY(x, y, wavelength)\n", "t0.circle(r0=(0 * um, 0 * um), radius=45 * um, angle=0)\n", "\n", "u0 = Scalar_source_XY(x, y, wavelength)\n", "u0.plane_wave()\n", "\n", "u_iter = u0 * t0" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "def fn(x, y, z, wavelegth):\n", " u = Scalar_mask_XYZ(x, y, z, wavelength)\n", " u.sphere(\n", " r0=(0 * um, 0 * um, 50 * um),\n", " radius=35 * um,\n", " refractive_index=1.5,\n", " rotation=None,\n", " )\n", " index = u.n\n", " del u\n", " return np.squeeze(index)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Example of structure at a given k-position in z distance\n", "refractive_index = fn(\n", " x,\n", " y,\n", " np.array(\n", " [\n", " 44,\n", " ]\n", " ),\n", " wavelength,\n", ")" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "zs = np.linspace(z[0], z[-1], num_z)\n", "\n", "num_sampling = (len(x), len(y), len(z))\n", "\n", "ROI_x = np.linspace(-50 * um, 50 * um, 50)\n", "ROI_y = np.linspace(-50 * um, 50 * um, 51)\n", "ROI_z = np.linspace(0, 100 * um, 52)\n", "\n", "ROI = (ROI_x, ROI_y, ROI_z)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Time = 2.00 s, time/loop = 7.809 ms\n", "CPU times: user 2.17 s, sys: 216 ms, total: 2.38 s\n", "Wall time: 2.38 s\n" ] } ], "source": [ "%%time\n", "u_iter2, u_out_gv2, u_out_roi2, u_axis_x, u_axis_z, u_max, z_max = u_iter.WPM(fn, zs =zs, has_edges=np.zeros_like(z), num_sampling=num_sampling, ROI = ROI, matrix=False, verbose=True)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "u_iter2.draw(logarithm=1e0, has_colorbar=\"vertical\")" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "u_out_roi2.draw_XY(z0=60, logarithm=1e0, has_colorbar=\"vertical\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Maximum intensity position" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "91.89019607843137\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "u_max.draw(logarithm=1e0, has_colorbar=\"vertical\")\n", "print(z_max)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Comparison with 3D\n", "We perform the same experiment, but storing data. Finally, a comparison between both procedures is performed." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "u_3d = Scalar_mask_XYZ(x, y, z, wavelength)\n", "u_3d.n = fn(x, y, z, wavelength)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "u_3d.incident_field(u0=u0 * t0)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Time = 2.61 s, time/loop = 10.19 ms\n", "CPU times: user 2.62 s, sys: 51.2 ms, total: 2.67 s\n", "Wall time: 2.67 s\n" ] } ], "source": [ "%%time\n", "u_3d.clear_field()\n", "u_3d.WPM(verbose=True, has_edges=False)\n" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "u_3d.draw_XZ(y0=0, logarithm=1e0, draw_borders=True)\n", "plt.axis(\"scaled\")" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "u_3d.draw_XY(z0=100 * um, logarithm=1e0, has_colorbar=\"vertical\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Differences between both algorithms" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Differences = 0.00 %\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "I_3d_final = np.abs(u_3d.u[:, :, -1]) ** 2\n", "I_iter = np.abs(u_iter2.u) ** 2\n", "\n", "u_diffs = Scalar_mask_XY(x, y, wavelength)\n", "u_diffs.u = (I_iter - I_3d_final) / I_iter.max()\n", "\n", "u_diffs.draw(has_colorbar=\"vertical\", logarithm=1e3)\n", "print(\n", " \"Differences = {:2.2f} %\".format(\n", " (100 * np.abs((I_iter - I_3d_final) / I_iter.max()).mean())\n", " )\n", ")" ] } ], "metadata": { "kernelspec": { "display_name": ".venv", "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": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 4 }