{ "cells": [ { "attachments": {}, "cell_type": "markdown", "id": "2a9e764d-deb1-43aa-93d3-3951c0ff0667", "metadata": {}, "source": [ "# Mode Summation" ] }, { "attachments": {}, "cell_type": "markdown", "id": "f40f5754-a775-430b-8a6e-09b27252279a", "metadata": {}, "source": [ "Mode summation is the bottleneck of this calculation. We handle this in two ways: interpolation for fast waveforms and direct summation for slow waveforms. They both have the same interface and produce the same product. They take Teukolsky modes and phases and combine that information to create the waveform. " ] }, { "attachments": {}, "cell_type": "markdown", "id": "31acfe73-7fd0-415a-9cf5-871d1213680c", "metadata": {}, "source": [ "### Interpolated summation\n", "\n", "To maximize efficiency we use the cubic spline discussed above to accelerate the computation with an interpolated summation (that is additionally parallelised on the GPU). This class is [InterpolatedModeSum](https://bhptoolkit.org/FastEMRIWaveforms/user/sum.html#few.summation.interpolatedmodesum.InterpolatedModeSum). " ] }, { "cell_type": "code", "execution_count": 1, "id": "d07ab00f", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "import few\n", "\n", "# tune few configuration\n", "cfg_set = few.get_config_setter(reset=True)\n", "\n", "# Uncomment if you want to force CPU or GPU usage\n", "# Leave commented to let FEW automatically select the best available hardware\n", "# - To force CPU usage:\n", "# cfg_set.enable_backends(\"cpu\")\n", "# - To force GPU usage with CUDA 12.x\n", "# cfg_set.enable_backends(\"cuda12x\", \"cpu\")\n", "# - To force GPU usage with CUDA 11.x\n", "# cfg_set.enable_backends(\"cuda11x\", \"cpu\")\n", "\n", "cfg_set.set_log_level(\"info\");" ] }, { "cell_type": "code", "execution_count": 8, "id": "83439f10-616e-4712-929c-a37256b9e18e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from few.trajectory.inspiral import EMRIInspiral\n", "from few.trajectory.ode import SchwarzEccFlux\n", "from few.amplitude.romannet import RomanAmplitude\n", "from few.summation.interpolatedmodesum import InterpolatedModeSum\n", "from few.utils.ylm import GetYlms\n", "from few.utils.constants import YRSID_SI\n", "\n", "m1 = 1e6 # primary mass (solar masses)\n", "m2 = 1e1 # secondary mass (solar masses)\n", "p0 = 12.0 # initial (dimensionless) semi-latus rectum\n", "e0 = 0.4 # initial eccentricity\n", "theta = np.pi / 5.0 # CHECK\n", "phi = np.pi / 3.0 # CHECK\n", "T = 0.001 # observing time (years)\n", "dt = 10.0 # time sampling interval (seconds)\n", "Tsec = T * YRSID_SI # observing time (converted to seconds)\n", "\n", "traj = EMRIInspiral(func=SchwarzEccFlux)\n", "amp = RomanAmplitude()\n", "interpolate_mode_sum = InterpolatedModeSum()\n", "ylm_gen = GetYlms(include_minus_m=False)\n", "\n", "# very simplified waveform example\n", "\n", "# Schwarzschild\n", "a = 0.0\n", "xI0 = 1.0\n", "\n", "# get trajectory\n", "(t, p, e, x, Phi_phi, Phi_theta, Phi_r) = traj(m1, m2, a, p0, e0, xI0, T=T, dt=dt)\n", "\n", "ylms = ylm_gen(amp.unique_l, amp.unique_m, theta, phi).copy()[amp.inverse_lm]\n", "\n", "# get amplitudes\n", "teuk_modes = amp(a, p, e, x, amp.l_arr, amp.m_arr, amp.n_arr)\n", "\n", "# need to prepare arrays for sum with all modes due to +/- m setup\n", "ls = amp.l_arr[: teuk_modes.shape[1]]\n", "ms = amp.m_arr[: teuk_modes.shape[1]]\n", "ns = amp.n_arr[: teuk_modes.shape[1]]\n", "\n", "keep_modes = np.arange(teuk_modes.shape[1])\n", "temp2 = keep_modes * (keep_modes < amp.num_m0) + (keep_modes + amp.num_m_1_up) * (\n", " keep_modes >= amp.num_m0\n", ") # amp.num_m0 gives number of modes with m == 0, amp.num_m_1_up gives number of modes with m > 0\n", "\n", "ylmkeep = np.concatenate([keep_modes, temp2])\n", "ylms_in = ylms[ylmkeep]\n", "teuk_modes_in = teuk_modes\n", "\n", "# perform summation\n", "waveform1 = interpolate_mode_sum(\n", " t,\n", " teuk_modes_in,\n", " ylms_in,\n", " traj.integrator_spline_t,\n", " traj.integrator_spline_phase_coeff[:, [0, 2]],\n", " ls,\n", " ms,\n", " ns,\n", " dt=dt,\n", " T=T,\n", ")\n", "\n", "plt.plot(waveform1.real, label=\"Real\")\n", "plt.plot(waveform1.imag, label=\"Imag\")\n", "plt.legend(loc=\"lower left\")" ] }, { "attachments": {}, "cell_type": "markdown", "id": "77201255-e041-4db1-b069-21ed7581337e", "metadata": {}, "source": [ "### Direct summation\n", "\n", "For the direct mode summation, [DirectModeSum](https://bhptoolkit.org/FastEMRIWaveforms/user/sum.html#few.summation.directmodesum.DirectModeSum), we are summing up all modes at each time step directly. So, no interpolation. However, in this example, we will use interpolation up front because we need amplitude and phase arrays at all time steps for the direct mode sum because the direct mode sum will not fill in time steps like the interpolated mode sum. " ] }, { "cell_type": "code", "execution_count": 11, "id": "e1c9e6ea-44ba-4249-b4ac-c104c3ce7be6", "metadata": {}, "outputs": [], "source": [ "from few.summation.interpolatedmodesum import CubicSplineInterpolant\n", "from few.summation.directmodesum import DirectModeSum\n", "from few.utils.utility import get_mismatch\n", "\n", "# full time grid\n", "t_new = np.arange(t[0], t[-1], dt)\n", "\n", "# interpolate amplitudes onto full time grid\n", "interp_in = np.zeros((teuk_modes.shape[1] * 2, teuk_modes.shape[0]))\n", "\n", "interp_in[: teuk_modes.shape[1], :] = teuk_modes.T.real\n", "interp_in[teuk_modes.shape[1] :, :] = teuk_modes.T.imag\n", "\n", "spline = CubicSplineInterpolant(t, interp_in)\n", "\n", "# notice the new shape is (ninterps, length) just like the inital input to the spline\n", "temp = spline(t_new).T\n", "teuk_modes_in = temp[:, : teuk_modes.shape[1]] + temp[:, teuk_modes.shape[1] :] * 1j\n", "\n", "# interpolate phase arrays onto full time grid\n", "interp_in2 = np.zeros((3, teuk_modes.shape[0]))\n", "interp_in2[0] = Phi_phi\n", "interp_in2[1] = Phi_theta\n", "interp_in2[2] = Phi_r\n", "\n", "spline2 = CubicSplineInterpolant(t, interp_in2)\n", "Phi_phi_in, Phi_theta_in, Phi_r_in = spline2(t_new)\n", "\n", "# perform mode summation directly\n", "direct_mode_sum = DirectModeSum()\n", "waveform2 = direct_mode_sum(\n", " t,\n", " teuk_modes_in,\n", " ylms_in,\n", " t,\n", " [Phi_phi_in, Phi_theta_in, Phi_r_in],\n", " amp.l_arr[: teuk_modes.shape[1]],\n", " amp.m_arr[: teuk_modes.shape[1]],\n", " amp.n_arr[: teuk_modes.shape[1]],\n", " dt=dt,\n", " T=T,\n", ")" ] }, { "cell_type": "code", "execution_count": 12, "id": "f61311d3", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# comparison plot: direct vs interpolated summation\n", "plt.plot(t_new, waveform1.real, label=\"Interpolated summation\")\n", "plt.plot(t_new, waveform2.real, '--', label=\"Direct summation\")\n", "plt.legend()" ] }, { "cell_type": "code", "execution_count": 13, "id": "39a6e8d3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Mismatch: 0.0\n" ] } ], "source": [ "# compute the mismatch between the direct and interpolated mode sum waveforms:\n", "print(\"Mismatch:\", get_mismatch(waveform1, waveform2))" ] } ], "metadata": { "kernelspec": { "display_name": "few2.0rc1", "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": "3.12.9" } }, "nbformat": 4, "nbformat_minor": 5 }