{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Fast, Broadcasted Mueller Polarimetry\n", "\n", "_written by Jaren N. Ashcraft_\n", "\n", "`katsu` was built in part to understand the spatially-varying polarized response of optics. Manufacturing errors can leave phase and amplitude aberrations in an optical beam, and understanding these sources of error is critical to understanding our system.\n", "\n", "To spatially resolve this data, we need to be able to do full polarimetry on an array of pixels - so a naive implementation of the algorithm will take a very long time to run. Here, we show off the numpy optimizations done to speed up the polarimetric data reduction for Full Mueller Polarimetry.\n", "\n", "Readers should first be familiar with the Full Mueller Polarimetry demo" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "from katsu.polarimetry import (\n", " broadcast_kron,\n", " broadcast_outer\n", ")\n", "\n", "from katsu.mueller import (\n", " linear_polarizer,\n", " linear_retarder,\n", " linear_diattenuator\n", ")\n", "\n", "import numpy as np\n", "from time import perf_counter" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Polarimetric data reduction boils down to matrix multiplications and Kronecker products. Numpy is already configured to broadcast matrix multiplications, just stuff the matrix dimensions into the final two axes of the numpy array! But `np.kron` is a more general operation that operates on tensors of arbritrary dimension. A naive implementation of looping over the broadcasted dimensions would look like the following:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.6168796999991173 s to compute naive kronecker\n" ] } ], "source": [ "array_of_matrices = np.random.random([128,128,2,2])\n", "array_out_naive = np.zeros([128, 128, 4, 4])\n", "\n", "t1 = perf_counter()\n", "for i in range(array_of_matrices.shape[0]):\n", " for j in range(array_of_matrices.shape[1]):\n", "\n", " array_out_naive[i,j] = np.kron(array_of_matrices[i,j], array_of_matrices[i,j])\n", "\n", "runtime_naive = perf_counter() - t1\n", "print(runtime_naive,'s to compute naive kronecker')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This is perfectly acceptable, but may scale unfavorably for large datasets that are highly sampled. In contrast, the implementation in `katsu.katsu_math` has configured the kronecker product using `np.einsum`, which batches the computation in the broadcast dimensions by assuming that we operate on a 2D matrix. " ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.0041782000043895096 s to compute broadcast kronecker\n", "147.64245353287046 x relative speedup from naive implementation\n" ] } ], "source": [ "array_out = np.zeros([128, 128, 4, 4])\n", "\n", "t1 = perf_counter()\n", "array_out = broadcast_kron(array_of_matrices, array_of_matrices)\n", "runtime_broadcast = perf_counter() - t1\n", "print(runtime_broadcast,'s to compute broadcast kronecker')\n", "print(runtime_naive / runtime_broadcast,'x relative speedup from naive implementation')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Just by virtue of a more specialized implementation, we can achieve significant runtime increases over the looped case! Furthermore, the results are functionally identical. Below we plot the difference of the elements of the matrix as a function of the first two array dimensions and observe that the results are entirely zero." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "difference = (array_out_naive - array_out) \n", "\n", "def plot_square(x,n=2,vmin=None,vmax=None):\n", " k = 1\n", " plt.figure()\n", " for i in range(n):\n", " for j in range(n):\n", " plt.subplot(n,n,k)\n", " plt.imshow(x[..., i, j], vmin=vmin, vmax=vmax)\n", " plt.colorbar()\n", " k += 1\n", " plt.show()\n", "\n", "plot_square(difference)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This is a no-compromise method of doing broadcasted kronecker products for Mueller matrices, and is our default for Mueller polarimetry in `katsu`, which we demonstrate below. We begin by constructing a simple Mueller Matrix. It is composed of a linear polarizer and retarder oriented at random angles." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Mueller Matrix\n", "[[ 0.54011332 0.45791451 0.04254481 0. ]\n", " [ 0.37054239 0.43740045 -0.00369337 -0.16185025]\n", " [ 0.00411028 -0.02055424 0.27340817 -0.07119707]\n", " [ 0.27235492 0.31332204 0.08527031 0.22127383]]\n" ] } ], "source": [ "M_simple = linear_retarder(np.random.random(),np.random.random()) @ linear_diattenuator(np.random.random(),np.random.random())\n", "print('Mueller Matrix')\n", "print(M_simple)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We now need to extend it to a spatial dimension, let's maintain the size of the previous example and make the Mueller matrix array larger." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M_spatial = np.broadcast_to(M_simple,[128,128,*M_simple.shape])\n", "plot_square(M_spatial, n=4, vmin=-1, vmax=1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we create a noisy array and subtract it from each element of `M_spatial` to simulate a random polarization variation in a beam." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "noisy_mask = np.random.random([128,128])\n", "M_noisy = M_spatial - noisy_mask[..., np.newaxis, np.newaxis]\n", "plot_square(M_noisy, n=4, vmin=-1, vmax=1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Okay we've cooked up our Jones Matrix with spatial variation, but can we detect it? First we need to create our synthetic power measurement, and for that - we need a Mueller matrix model of our system. We begin by constructing the Mueller matrix for the polarization state generator `Mg` and the analyzer `Ma`.\n", "\n", "In the below cell we are showing a little bit of how `full_mueller_polarimetry` works, so there's a lot of shape manipulation of numpy arrays in order to broadcast the operations. This is just to make the code faster, so feel free to pay it no mind." ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [], "source": [ "starting_angles={'psg_polarizer':0,\n", " 'psg_waveplate':0,\n", " 'psa_waveplate':0,\n", " 'psa_polarizer':0}\n", "\n", "nmeas = 26\n", "thetas = np.linspace(0,2*np.pi,nmeas)\n", "\n", "psg_qwp = linear_retarder(starting_angles['psg_waveplate']+thetas,np.pi/2, shape=[128, 128, nmeas])\n", "psg_hpl = linear_polarizer(starting_angles['psg_polarizer'], shape=[128, 128, nmeas])\n", "\n", "psa_qwp = linear_retarder(starting_angles['psa_waveplate']+thetas*5,np.pi/2, shape=[128,128, nmeas])\n", "psa_hpl = linear_polarizer(starting_angles['psa_polarizer'], shape=[128, 128, nmeas]) \n", "\n", "\n", "Mg = psg_qwp @ psg_hpl\n", "Ma = psa_hpl @ psa_qwp" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we compute the mueller matrix of the total system `Msys`" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [], "source": [ "# reshape noisy array for matrix multiplication\n", "M_noisy_broadcast = np.broadcast_to(M_noisy,[nmeas, *M_noisy.shape])\n", "M_noisy_broadcast = np.moveaxis(M_noisy_broadcast,0,2)\n", "\n", "# compute the system Mueller matrix\n", "Msys = Ma @ M_noisy_broadcast @ Mg" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Since the first optic is a polarizer, it truly doesn't matter what polarization is incident on `Msys`, it all gets converted to linear polarization. Consequently, we can consider multiplying `Msys` by a Stokes vector equal to $S = [1, 0, 0, 0]$ to retrieve the measured flux. This means that we measure the top-left element of the Mueller Matrix $M_{sys,0,0}$ or, in numpy..." ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "power_measured = Msys[...,0,0]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now it's time to hop over to `katsu.polarimetry` to retrieve the `broadcasted_full_mueller_polarimetry` function to see if we can retrieve a Mueller matrix from the measured power. This function takes in the angles that we rotate the PSG quarter wave plate at, the power measured, and the starting angles dictionary we defined above, to derive the Full Mueller matrix of the measurement." ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "3.1994751000020187 s to construct the Mueller Matrix\n" ] } ], "source": [ "from katsu.polarimetry import full_mueller_polarimetry\n", "\n", "t1 = perf_counter()\n", "M_meas = full_mueller_polarimetry(thetas, power_measured, angular_increment=5, starting_angles=starting_angles)\n", "print(perf_counter() - t1,'s to construct the Mueller Matrix')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Great, so the data reduction part takes about 2 seconds to process 16k Mueller matrices over 26 measurements! We can get a visual sense of the difference between the injected `M_noisy` and retrieved `M_meas` by plotting their difference, which we do below:" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_square(M_noisy - M_meas, n=4, vmin=-5e-15, vmax=5e-15)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Please note that the scale of these plots is on the order of $\\pm 10^{-15}$, meaning that we've recovered the Mueller matrix to _femto-scale_ precision, which is essentially our machine precision." ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Machine Epsilon = 2.220446049250313e-16\n" ] } ], "source": [ "print('Machine Epsilon = ',np.finfo(float).eps)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Of course, this precision means nothing in the presence of real noise sources so all we've learned is that `katsu` introduces a totally vectorized approach to Mueller polarimetry with absolutely no compromises to accuracy. In the next tutorial we will show how this can be applied in a laboratory setting." ] } ], "metadata": { "kernelspec": { "display_name": "base", "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": "3.10.14" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }