{ "cells": [ { "cell_type": "markdown", "id": "ae2b8c7c-6795-4ce6-9367-22dbffe61e45", "metadata": {}, "source": [ "# Evaluating Experiment Designs Using Fisher Information\n", "In this notebook we step through an example of using the Fisher information matrix of an experiment design to evaluate its theoretical performance. This sort of analysis was done in these two papers : [1](https://arxiv.org/abs/2307.15767) [2](https://arxiv.org/abs/2308.08781)." ] }, { "cell_type": "code", "execution_count": 24, "id": "37b4eeb1-a0e1-4257-972c-3db5eefb074c", "metadata": {}, "outputs": [], "source": [ "import pygsti\n", "from pygsti.modelpacks import smq1Q_XYI\n", "from pygsti.tools.edesigntools import calculate_fisher_information_matrices_by_L\n", "from pygsti.protocols import StandardGSTDesign\n", "import numpy as np\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "id": "69337517-acb6-4416-8c0b-379b5583928a", "metadata": {}, "source": [ "Start by loading in a target model from a model pack and creating an experiment design." ] }, { "cell_type": "code", "execution_count": 4, "id": "759160df-300e-4eb9-9b82-74a3a2c967cc", "metadata": {}, "outputs": [], "source": [ "target_model = smq1Q_XYI.target_model('full TP')\n", "edesign = smq1Q_XYI.create_gst_experiment_design(128)\n", "maxLs = [1,2,4,8,16,32,64,128]" ] }, { "cell_type": "markdown", "id": "a8322cc9-c3b9-4da2-9da6-48429bc8d129", "metadata": {}, "source": [ "The fisher information is a tool for evaluating the theoretical performance of an experiment design. It corresponds to the variance of the score, which under suitable regularity conditions reducts to the hessian of the log-likelihood function with respect to the model parameters. Definitition aside, the power of the Fisher information comes from the Cramer-Rao bound, which says that the covariance matrix of estimates generated with respect to an experiment design is lower bounded by the inverse of that design's Fisher information matrix.\n", "\n", "Below we will calculate the Fisher information matrices for each nested iteration of the GST experiment design we have constructed (we'll assume 100 shots per-circuit)." ] }, { "cell_type": "code", "execution_count": 5, "id": "59395181-0eca-4238-829a-2d8a158e8816", "metadata": {}, "outputs": [], "source": [ "fisher_infos_by_L = calculate_fisher_information_matrices_by_L(target_model, edesign.circuit_lists, maxLs, num_shots=100)" ] }, { "cell_type": "markdown", "id": "dcf2a397-0f48-4064-82eb-4a68b95e9a30", "metadata": {}, "source": [ "Next we will calculate the eigenvalues of each of these Fisher information matrices:" ] }, { "cell_type": "code", "execution_count": 11, "id": "ef975c3e-945b-4a35-8335-0fb698e07c38", "metadata": {}, "outputs": [], "source": [ "fim_spectra_by_L = [np.linalg.eigvalsh(fim) for fim in fisher_infos_by_L.values()]" ] }, { "cell_type": "markdown", "id": "ee25f282-0c46-4ceb-bd37-77caab7f8452", "metadata": {}, "source": [ "The reciprocals of these eigenvalues correspond to the lengths of the axes of the uncertainty ellipsoid defined by the covariance for our estimate. So, for a well-constructed GST experiment design we expect to see a linear increase in the Fisher information eigenvalues associated with amplifiable parameters (non-SPAM, non-gauge). \n", "\n", "We can evaluate this by simply plotting these directly. (Helper function defined below)" ] }, { "cell_type": "code", "execution_count": 19, "id": "f3620cb9-be82-408c-9c30-65734c9738a2", "metadata": {}, "outputs": [], "source": [ "def plot_spectra_by_L(fisher_spectra_by_L, Ls, num_gauge, figure_size=None):\n", " #In this version only plot the positive part of the spectra\n", " \n", " #convert this spectra to a numpy array\n", " fisher_array= np.asarray(fisher_spectra_by_L)\n", " #this should have rows corresponding to the length and columns corresponding to the eigenvalues at that length in increasing order.\n", " #to get eigenvalue bands we should be able to just take the columns and plot those.\n", " \n", " #drop the stated number of gauge parameters\n", " if figure_size is not None:\n", " plt.figure(figsize=figure_size)\n", " \n", " for i in range(num_gauge, fisher_array.shape[1]):\n", " plt.plot(Ls, fisher_array[:,i])\n", "\n", " #also plot a line for the x axis.\n", " plt.plot(Ls, [0]*len(Ls), 'k')\n", " plt.xscale('log')\n", " plt.yscale('log')\n", " plt.xticks(Ls, Ls)\n", " \n", " #Addtional Formatting\n", " plt.xlabel(r'$L$, (maximum base circuit depth)', fontsize=16)\n", " plt.xlim([0.9, Ls[-1]])\n", " plt.ylabel('Eigenvalue', fontsize=16)\n", "\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 21, "id": "b64bf89e-a2f2-426c-9d73-91e1afd5b9de", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_spectra_by_L(fim_spectra_by_L, maxLs, num_gauge=target_model.num_gauge_params, figure_size=(5,8))" ] }, { "cell_type": "markdown", "id": "61d3cdfd-bee1-4911-8a74-7b647718afde", "metadata": {}, "source": [ "A linear scaling of the Fisher information eigenvalues corresponding to amplifiable parameters is exactly what we get here. You may notice that there are 6 traces that are very clearly plateauing. These correspond to the 6 non-gauge SPAM parameters in this particular gate set model, so this too is as expected since SPAM parameters are not amplifiable (essentially because SPAM operations only ever happen once in a circuit).\n", "\n", "What about with an experiment design that we know is incomplete? One simple example would be an experiment design constructed with respect to a germ set we call the 'bare' germs, which are simply germs correspoding to the gates of the gate set themselves, and is known not to be amplificationally complete for this gate set." ] }, { "cell_type": "code", "execution_count": 32, "id": "da306201-0fac-46cf-9c77-cdad1c9ba25d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[Circuit([]@(0)), Circuit(Gxpi2:0@(0)), Circuit(Gypi2:0@(0))]\n" ] } ], "source": [ "bare_germs= smq1Q_XYI.germs()[0:3]\n", "print(bare_germs)\n", "prep_fids = smq1Q_XYI.prep_fiducials()\n", "meas_fids = smq1Q_XYI.meas_fiducials()\n", "incomplete_edesign = StandardGSTDesign(target_model, prep_fids, meas_fids, bare_germs, maxLs)" ] }, { "cell_type": "code", "execution_count": 33, "id": "c7bee205-3bb4-4bdb-9739-2b470a584ea1", "metadata": {}, "outputs": [], "source": [ "fisher_infos_by_L_incomplete = calculate_fisher_information_matrices_by_L(target_model, incomplete_edesign.circuit_lists, maxLs, num_shots=100)" ] }, { "cell_type": "code", "execution_count": 34, "id": "42da40f2-b69f-44f0-ae4a-88d3b506de0e", "metadata": {}, "outputs": [], "source": [ "fim_spectra_by_L_incomplete = [np.linalg.eigvalsh(fim) for fim in fisher_infos_by_L_incomplete.values()]" ] }, { "cell_type": "code", "execution_count": 35, "id": "e22a84c6-7cc9-49ee-90f1-4e12317ec5c4", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_spectra_by_L(fim_spectra_by_L_incomplete, maxLs, num_gauge=target_model.num_gauge_params, figure_size=(5,8))" ] }, { "cell_type": "markdown", "id": "79594032-4963-4b07-b05c-c8dab6dab425", "metadata": {}, "source": [ "Here we can see that we now have at least 10 fisher information eigenvalues plateuing, more than can be accounted for due to SPAM alone. This indicates that we are no longer achieving heisenberg-limited precision scaling for our estimates of at least 4 amplifiable parameters of the gate set." ] } ], "metadata": { "kernelspec": { "display_name": "New_FPR", "language": "python", "name": "new_fpr" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.13" } }, "nbformat": 4, "nbformat_minor": 5 }