diff --git a/cirq-google/cirq_google/experimental/analog_experiments/Analog_Experiment_Tutorial_through_Example.ipynb b/cirq-google/cirq_google/experimental/analog_experiments/Analog_Experiment_Tutorial_through_Example.ipynb new file mode 100644 index 00000000000..eec927aa70b --- /dev/null +++ b/cirq-google/cirq_google/experimental/analog_experiments/Analog_Experiment_Tutorial_through_Example.ipynb @@ -0,0 +1,848 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "BrV_L9Y4Sq9N", + "outputId": "6c2419a4-7e25-4181-ecf3-97511a16042d" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[?25l \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m0.0/2.1 MB\u001b[0m \u001b[31m?\u001b[0m eta \u001b[36m-:--:--\u001b[0m\r\u001b[2K \u001b[91m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[91m╸\u001b[0m\u001b[90m━━━━━━━\u001b[0m \u001b[32m1.7/2.1 MB\u001b[0m \u001b[31m49.9 MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m\r\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m2.1/2.1 MB\u001b[0m \u001b[31m35.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[?25h\u001b[?25l \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m0.0/700.1 kB\u001b[0m \u001b[31m?\u001b[0m eta \u001b[36m-:--:--\u001b[0m\r\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m700.1/700.1 kB\u001b[0m \u001b[31m34.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[?25h\u001b[?25l \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m0.0/75.8 kB\u001b[0m \u001b[31m?\u001b[0m eta \u001b[36m-:--:--\u001b[0m\r\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m75.8/75.8 kB\u001b[0m \u001b[31m5.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m291.2/291.2 kB\u001b[0m \u001b[31m19.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m2.8/2.8 MB\u001b[0m \u001b[31m74.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[?25h" + ] + } + ], + "source": [ + "# @title install dependencies\n", + "!pip install --upgrade --quiet cirq==1.7.0.dev20251110175708 # Or future version\n", + "\n", + "import collections\n", + "import itertools\n", + "\n", + "import attrs\n", + "import cirq\n", + "import cirq_google\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib.ticker as ticker\n", + "import numpy as np\n", + "import sympy\n", + "import tunits as tu\n", + "\n", + "from cirq_google.engine.qcs_notebook import authenticate_user\n", + "from cirq_google.experimental import analog_experiments as aexp" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "0j6Mt4OCTAe1" + }, + "source": [ + "# Quantum Engine Sampler Setup\n", + "\n", + "Please fill the following gcp_proj, device_name, config_name, and snapshot_id properly." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "7F3JXkQeTG6w", + "outputId": "5cac6338-2d34-4f87-ab2f-019abc0f8dcf" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Getting OAuth2 credentials.\n", + "Press enter after entering the verification code.\n", + "None\n", + "Authentication complete.\n" + ] + } + ], + "source": [ + "gcp_proj = '' # @param{type: \"string\", \"placeholder\": \"Enter your own project\"}\n", + "device_name = '' # @param{type: \"string\"}\n", + "config_name = '' # @param{type: \"string\"}\n", + "snapshot_id = '' # @param{type: \"string\"}\n", + "\n", + "authenticate_user()\n", + "engine = cirq_google.get_engine(gcp_proj)\n", + "remote_sampler = engine.get_sampler(\n", + " device_name, snapshot_id=snapshot_id, device_config_name=config_name\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "ZHFbXmP3VgpA" + }, + "source": [ + "This is an example colab to show how to use the cirq google feature to run the digital-analog experiment." + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "937ax7rQCAEx" + }, + "source": [ + "# Set up qubits and couplers" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "IzAljnp5CGja" + }, + "outputs": [], + "source": [ + "# We use GridQubit to identify a qubit. cirq.q(5, 4) represents a qubit at\n", + "# xy-coordinate (5, 4). We also use string `q5_4` for short representation.\n", + "# When the distance between two qubits in a pair is 1, that also uniquely\n", + "# identifies a coupler, i.e. `(q5_4, q5_5)` corresponds to one coupler while\n", + "# `(q5_4, q6_5)` is just a pair of qubits with no associated coupler.\n", + "def manh_dist(q1: cirq.GridQubit, q2: cirq.GridQubit) -> int:\n", + " \"\"\"Calculate the Manhanton(l_1) distance of two qubits on grid.\"\"\"\n", + " return abs(q1.row - q2.row) + abs(q1.col - q2.col)\n", + "\n", + "\n", + "def get_couplers(qubits: cirq.GridQubit) -> list[cirq_google.Coupler]:\n", + " \"\"\"Get all coupler among the qubit list.\"\"\"\n", + " # We assume couplers between two adjacent qubits are always valid.\n", + " return [\n", + " cirq_google.Coupler(q1, q2)\n", + " for q1, q2 in itertools.combinations(qubits, r=2)\n", + " if manh_dist(q1, q2) == 1\n", + " ]\n", + "\n", + "\n", + "# Find all qubits and couplers on the device.\n", + "qubits = list(\n", + " engine.get_processor(device_name)\n", + " .get_config_from_run(config_name=config_name)\n", + " .effective_device.metadata.qubit_set\n", + ")\n", + "couplers = get_couplers(qubits)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "eLlY69WLB1fI" + }, + "source": [ + "# Check readout fidelity" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "sK3w3yEmB3xP" + }, + "outputs": [], + "source": [ + "RO_err = cirq.estimate_parallel_single_qubit_readout_errors(sampler=remote_sampler, qubits=qubits)\n", + "RO_fid = {q: 1 - RO_err.one_state_errors[q] - RO_err.zero_state_errors[q] for q in qubits}" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 839 + }, + "id": "8LSviZ4vCWzA", + "outputId": "5b886cee-de5c-4c4d-d0d0-59f42f2cb10d" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(,\n", + " )" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "RO_err.plot_heatmap(annotation_text_kwargs={'fontsize': 7})" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "trsdJTmKHR0X" + }, + "source": [ + "# **Vanilla Kibble-Zurek (KZ)**\n", + "\n", + "Here, we prepare a low-temperature state of the 2D quantum XY model, described by the Hamiltonian,\n", + "$$\n", + "H = \\sum_{} g_{ij} (X_i X_j+ Y_i Y_j)/2 + \\sum_{i=1}^n h_iZ_i\n", + "$$\n", + "where $\\sum_{}$ represents the sum of all nearest-neighbor of qubit $i$ and $j$.\n", + "\n", + "\n", + "To perform adiabatic preparation, we start with a simple \"staggered field\", $H=h\\sum_{i=1}(-1)^i Z_i$, and prepare our system in its ground state, i.e. a state with alternating 0s and 1s. We then ramp the staggered field down, while ramping up the XY-coupling. By doing this sufficiently slowly (adiabatically), the system will remain close to the ground state.\n", + "\n", + "Refer https://arxiv.org/abs/2405.17385 FIG. 3 for more information.\n", + "\n", + "In this notebook, we will take three steps to achieve it.\n", + "\n", + " - First, we define a frequency trajectory -- a object that defines how the frequencies of qubits and couplers evolve over time.\n", + " - Second, we build a KZ_experiment -- a data taker class that constructs the cirq circuit according to the frequency trajectory object and defines the sweep parameters to adjust different parameters in circuit.\n", + " - Third, we create a KZ_analyzer to analyze the XY-correlations in the system for different ramp-up times." + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "QSV0lkfDUwLd" + }, + "source": [ + "## Step 1: Prepare parameters and define frequency trajectory" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 736 + }, + "id": "WVCazmHoU2M1", + "outputId": "a818e28c-81e0-403d-e49f-f63a3f3f6f7c" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(,\n", + " )" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Preparing the initial staggered field\n", + "staggered_field_freq = -20 * tu.MHz\n", + "init_freq = {q: (staggered_field_freq * (-1) ** (q.row + q.col))[tu.MHz] for q in qubits}\n", + "cirq.Heatmap(init_freq).plot()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "aol9AYRMcUOb" + }, + "outputs": [], + "source": [ + "def make_trajectory(\n", + " qubits: list[cirq.GridQubit],\n", + " couplers: list[cirq_google.Coupler],\n", + " ramp_up_time: tu.Value,\n", + " ramp_down_time: tu.Value,\n", + " wait_time: tu.Value,\n", + " staggered_field_freq: tu.Value,\n", + " coupling_strength: tu.Value,\n", + ") -> aexp.AnalogTrajectory:\n", + " \"\"\"Construct a parametric frequency trajectory for all qubits and couplers.\"\"\"\n", + " # The trajectory is constructed through a list of three-element tuples, each of\n", + " # which contains:\n", + " # - A tu.Value duration\n", + " # - A {qubit: freq} dictionary, where the value \"freq\" is a relative freq to a predefined one.\n", + " # - A {coupler: coupling_strength} dictionary, that maps coupler to coupling strength g.\n", + " trajectory = [\n", + " (ramp_up_time, {q: staggered_field_freq * (-1) ** (q.row + q.col) for q in qubits}, {}),\n", + " (wait_time, {}, {}),\n", + " (\n", + " sympy.Symbol(\"t_r\"), # we will sweep over this variable\n", + " {q: 0 * tu.GHz for q in qubits},\n", + " {c: coupling_strength for c in couplers},\n", + " ),\n", + " # If both the qubit and coupler dictionaries are empty, we treat this as a wait time.\n", + " (wait_time, {}, {}),\n", + " # At the end, we turn the couplers off and bring the qubits back to their idle frequencies\n", + " # by setting their frequencies to None:\n", + " (ramp_down_time, {q: None for q in qubits}, {c: 0 * tu.MHz for c in couplers}),\n", + " ]\n", + " return aexp.AnalogTrajectory.from_sparse_trajectory(\n", + " trajectory, qubits=qubits, couplers=couplers\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "UxFqmPD6iZwt" + }, + "outputs": [], + "source": [ + "trajectory = make_trajectory(\n", + " qubits,\n", + " couplers,\n", + " ramp_up_time=10 * tu.ns,\n", + " ramp_down_time=10 * tu.ns,\n", + " wait_time=10 * tu.ns,\n", + " staggered_field_freq=staggered_field_freq,\n", + " coupling_strength=-9.9\n", + " * tu.MHz, # Absolute value of coupling strength cannot be larger than 10 Mhz.\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 423 + }, + "id": "OPVXZHi4jb2p", + "outputId": "7cefecbc-c27f-4cd1-c318-c40ac65bb2b6" + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/local/lib/python3.12/dist-packages/cirq_google/experimental/analog_experiments/analog_trajectory_util.py:213: UserWarning: Tight layout not applied. The bottom and top margins cannot be made large enough to accommodate all Axes decorations.\n", + " plt.tight_layout()\n" + ] + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# We can visualize the trajectory provide the resolving of\n", + "ax1, ax2 = trajectory.plot(\n", + " # Here we randomly generate a qubit freq to see the different lines of qubits.\n", + " # In the product qubit chip, each qubit idle frequency is always slightly\n", + " # different from each other.\n", + " resolver={\"t_r\": 100 * tu.ns}\n", + ")\n", + "ax1.legend().set_visible(False)\n", + "ax2.legend().set_visible(False)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "DlKaMQtfNn_w" + }, + "source": [ + "\n", + "### Exercise 1: update the parameters in the make_trajectory function to see how the trajectory changes.\n", + "- You can generate the trajectory with less qubits so that the plot looks better." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "cellView": "form", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 442 + }, + "id": "YYD3w-U6u5ee", + "outputId": "8b1b4232-f71c-4d36-8595-5b51af06c5fc" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([,\n", + " ], dtype=object)" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# @title example solution\n", + "trajectory = make_trajectory(\n", + " [cirq.q(3, 4), cirq.q(3, 5)],\n", + " [cirq_google.Coupler(cirq.q(3, 4), cirq.q(3, 5))],\n", + " ramp_up_time=10 * tu.ns,\n", + " ramp_down_time=10 * tu.ns,\n", + " wait_time=20 * tu.ns,\n", + " staggered_field_freq=staggered_field_freq,\n", + " coupling_strength=-20 * tu.MHz,\n", + ")\n", + "trajectory.plot(resolver={\"t_r\": 100 * tu.ns})" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "Z9-jV1p285wl" + }, + "source": [ + "### Exercise 1b: use cirq.Heatmap to plot how many pairs are in the grid given a relative distance.\n", + "\n", + "We do not distinguish the order so we count both q1-q2 and q2-q1." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "cellView": "form", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 701 + }, + "id": "n6cf2Gnt87w2", + "outputId": "ac19d7c0-aa4e-4112-cb93-9bdb5c60918d" + }, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# @title solution\n", + "d = collections.defaultdict(int)\n", + "for q1, q2 in itertools.combinations(qubits, r=2):\n", + " d[cirq.q(q2.col - q1.col, q2.row - q1.row)] += 1\n", + " d[cirq.q(q1.col - q2.col, q1.row - q2.row)] += 1\n", + "_ = cirq.Heatmap(d, annotation_map={None: None}).plot()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "OER5_WGyU2g0" + }, + "source": [ + "## Step 2: An experiment class for sweeping the parameters and taking data.\n", + "\n", + "The core of taking data through our quantum engine is simply this one line:\n", + "\n", + "```\n", + "results = sampler.run_sweep(program=circ, params=params, repetitions=repetitions)\n", + "```\n", + "\n", + "To faciliate the sampling, we typically build a class to construct the circuit\n", + "and sweep parameters according to user inputs." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "J3V5zShWVRfC" + }, + "outputs": [], + "source": [ + "@attrs.mutable\n", + "class KZ_experiment:\n", + " qubits: list[cirq.GridQubit]\n", + " couplers: list[cirq_google.Coupler]\n", + " staggered_field_freq: tu.Value\n", + " wait_time: tu.Value\n", + " g: tu.Value # Coupling strength\n", + " g_ramp_up_times: list[tu.Value] # We want to sweep this parameter\n", + " ramp_up_time: tu.Value = 10 * tu.ns\n", + " ramp_down_time: tu.Value = 10 * tu.ns\n", + "\n", + " def make_circuit(self) -> tuple[cirq.Circuit, aexp.AnalogTrajectory]:\n", + " circ = cirq.Circuit([cirq.X.on(q) for q in self.qubits if (q.row + q.col) % 2 == 1])\n", + " trajectory = make_trajectory(\n", + " self.qubits,\n", + " self.couplers,\n", + " ramp_up_time=self.ramp_up_time,\n", + " ramp_down_time=self.ramp_down_time,\n", + " wait_time=self.wait_time,\n", + " staggered_field_freq=self.staggered_field_freq,\n", + " coupling_strength=self.g,\n", + " )\n", + " gac = aexp.GenericAnalogCircuitBuilder(trajectory)\n", + " analog_pulse = gac.make_circuit()\n", + " circ += analog_pulse\n", + " circ += cirq.Circuit(\n", + " [\n", + " # Depending on axis_phase_exponent, we make a XX/YY measurement or\n", + " # XY/YX measurement. axis_phase_exponent is either 0 or 0.5\n", + " cirq.PhasedXZGate(\n", + " x_exponent=0.5,\n", + " z_exponent=0,\n", + " axis_phase_exponent=sympy.Symbol(f\"phase_{q.col}_{q.row}\"),\n", + " ).on(q)\n", + " for q in self.qubits\n", + " ]\n", + " )\n", + " circ += cirq.Circuit(cirq.measure(*self.qubits, key=\"z\"))\n", + " return circ, trajectory\n", + "\n", + " def make_qubit_axis_phase_exponent(self, width: int) -> list[cirq.Sweep]:\n", + " # Due to missing phase information, we determine the true XX-correlation\n", + " # from XX_true=sqrt(XX_meas^2+XY_meas^2), using the assumption that XY_true=0\n", + " # in a thermalized state. To measure the correlator between all pairs, we\n", + " # divide the qubits into X and Y measurement groups, using log2(N_q)\n", + " # different partitions. The nth partition is here based on the nth digit\n", + " # in the binary representation of the qubit index.\n", + " per_qubit_axis_phase_exponent = []\n", + " for i, q in enumerate(self.qubits):\n", + " per_qubit_axis_phase_exponent.append(\n", + " cirq.Points(f\"phase_{q.col}_{q.row}\", [int(bit) * 0.5 for bit in f\"{i:0{width}b}\"])\n", + " )\n", + " return per_qubit_axis_phase_exponent\n", + "\n", + " def run_circuit(self, sampler, repetitions=1000) -> cirq.Result:\n", + " circ, trajectory = self.make_circuit()\n", + " width = int(np.floor(np.log2(len(self.qubits) - 1)))\n", + " q_axis_phase_exp = self.make_qubit_axis_phase_exponent(width)\n", + " params = cirq.Points(\"t_r\", self.g_ramp_up_times) * cirq.Zip(*q_axis_phase_exp)\n", + " results = sampler.run_sweep(program=circ, params=params, repetitions=repetitions)\n", + " return results" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "3Nx2fTvrOTbL" + }, + "outputs": [], + "source": [ + "g_ramp_up_times = [10 * tu.ns, 50 * tu.ns, 100 * tu.ns, 150 * tu.ns, 200 * tu.ns, 5 * tu.us]\n", + "\n", + "kz_exp = KZ_experiment(\n", + " qubits=qubits,\n", + " couplers=couplers,\n", + " g=-9 * tu.MHz, # Note: the range of possible values for g is -10 MHz to 0 MHz\n", + " g_ramp_up_times=g_ramp_up_times,\n", + " ramp_up_time=10 * tu.ns,\n", + " ramp_down_time=2 * tu.ns,\n", + " wait_time=5 * tu.ns,\n", + " staggered_field_freq=staggered_field_freq,\n", + ")\n", + "\n", + "# Results is a list of cirq.Result. Each element of the list corresponds\n", + "# to a specific choice of the sweep parameter(s). The bitstrings in each\n", + "# element are accessed via results[i].measurements[\"z\"], which gives\n", + "# a matrix with shape [num_shots * num_qubits].\n", + "results = kz_exp.run_circuit(remote_sampler, repetitions=1000)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "m2cTqfniNtQF" + }, + "source": [ + "### Exercise 2: Different data taking:\n", + " - Make a circuit using a subset of the qubits (and corresponding couplers) and print it\n", + " - Inspect the data sampled, such as shape, parameters, etc.\n", + " - Optional: try a different split strategy of XY phase measurement in `make_qubit_axis_phase_exponent`." + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "TYUl3AMCVD1C" + }, + "source": [ + "## Step 3: Analyze the data and plot the correlations\n", + "\n", + "Similar to the experiment class, we also typically create an analysis class to parse, process, and visualize the data." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "R-qlnf1tGwk4" + }, + "outputs": [], + "source": [ + "@attrs.frozen\n", + "class KZ_analyzer:\n", + " results: list[cirq.Result]\n", + " g_ramp_up_times: list[tu.Value]\n", + " RO_fid: dict[cirq.GridQubit, float] | None = None\n", + "\n", + " def calc_dist_based_corr(\n", + " self,\n", + " XX_corr_dat: dict[tuple[cirq.GridQubit, cirq.GridQubit], list[float]],\n", + " XY_corr_dat: dict[tuple[cirq.GridQubit, cirq.GridQubit], list[float]],\n", + " ):\n", + " \"\"\"A utility function to calcuate the total correlation by distance.\"\"\"\n", + " dist_based_corr_dat_list = collections.defaultdict(list)\n", + " for pair in itertools.combinations(qubits, r=2):\n", + " full_corr = np.sqrt(\n", + " np.square(np.mean(XX_corr_dat.get(pair, [0])))\n", + " + np.square(np.mean(XY_corr_dat.get(pair, [0])))\n", + " )\n", + "\n", + " # we do not distinguish the order of two qubits\n", + " dist_based_corr_dat_list[pair[0] - pair[1]].append(full_corr)\n", + " dist_based_corr_dat_list[pair[1] - pair[0]].append(full_corr)\n", + "\n", + " dist_based_corr_dat = {q: np.mean(v) for q, v in dist_based_corr_dat_list.items()}\n", + " return dist_based_corr_dat\n", + "\n", + " def process_data_by_t(self, t_r: tu.Value, readout_correction: bool = True) -> dict[str, float]:\n", + " \"\"\"Return a dict that maps qubit-qubit displacement to correlation.\n", + "\n", + " More specifically, we calculate the correlation between all qubit pairs\n", + " from XX and XY measurements, and average over pairs that have the same relative\n", + " qubit position. The keys are fake qubits representing the relative positions.\n", + " \"\"\"\n", + " # The following dictionary stores pair => correlation.\n", + " XX_corr_dat = collections.defaultdict(list)\n", + " XY_corr_dat = collections.defaultdict(list)\n", + "\n", + " for result in results:\n", + " if not np.isclose(result.params[\"t_r\"], t_r[tu.s]):\n", + " continue\n", + " Z_data = (-1) ** np.asarray(\n", + " result.measurements[\"z\"], dtype=bool\n", + " ) # convert {0, 1} => {1, -1}\n", + " for q1, q2 in itertools.combinations(qubits, r=2):\n", + " phase1 = result.params[f\"phase_{q1.col}_{q1.row}\"]\n", + " phase2 = result.params[f\"phase_{q2.col}_{q2.row}\"]\n", + " i1 = qubits.index(q1)\n", + " i2 = qubits.index(q2)\n", + " # We calculate - if the phases for both qubits are 0 or 0.5.\n", + " # We calculate - if the phases of the two qubits are different.\n", + " q1_meas = Z_data[:, i1].squeeze() - np.mean(Z_data[:, i1])\n", + " q2_meas = Z_data[:, i2].squeeze() - np.mean(Z_data[:, i2])\n", + " if readout_correction and self.RO_fid is not None:\n", + " readout_correction_factor = 1 / (self.RO_fid[q1] * self.RO_fid[q2])\n", + " else:\n", + " readout_correction_factor = 1\n", + " if phase1 == phase2:\n", + " XX_corr_dat[(q1, q2)].append(\n", + " np.mean(q1_meas * q2_meas) * readout_correction_factor\n", + " )\n", + " else:\n", + " XY_corr_dat[(q1, q2)].append(\n", + " np.mean(q1_meas * q2_meas) * readout_correction_factor\n", + " )\n", + "\n", + " return self.calc_dist_based_corr(XX_corr_dat, XY_corr_dat)\n", + "\n", + " def plot_all(self, readout_correction: bool = True):\n", + " processed_data_list = []\n", + " num_fig = len(self.g_ramp_up_times)\n", + " fig, axes = plt.subplots(nrows=1, ncols=num_fig, sharey=True, figsize=(20, 3))\n", + " for idx, (t_r, ax) in enumerate(zip(self.g_ramp_up_times, axes), start=1):\n", + " processed_data = self.process_data_by_t(t_r, readout_correction=readout_correction)\n", + " processed_data_list.append(processed_data)\n", + " cirq.Heatmap(processed_data, annotation_map={None: None}, vmin=0, vmax=0.5).plot(\n", + " ax=ax, plot_colorbar=idx == num_fig\n", + " )\n", + " ax.set_title(f\"g_ramp_up_time = {t_r}\")\n", + " ax.xaxis.set_major_locator(ticker.MultipleLocator(5))\n", + " ax.yaxis.set_major_locator(ticker.MultipleLocator(5))\n", + " return processed_data_list" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "TeSXyTGQiN4c" + }, + "outputs": [], + "source": [ + "kz_ana = KZ_analyzer(\n", + " results, g_ramp_up_times, RO_fid\n", + ") # Include readout fidelity to perform readout correction" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "S5tJY2G-iP1E", + "outputId": "3276e330-2355-41f9-fb19-0434025bb8fb" + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "processed_data_list = kz_ana.plot_all(readout_correction=True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "cellView": "form", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "zHW5LNH_iLAV", + "outputId": "250db3b3-47e1-41fc-bd14-3913e67180e3" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(0.01, 0.5)" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# @title Example code to plot for 1D.\n", + "for idx, t_r in enumerate(kz_ana.g_ramp_up_times, start=1):\n", + " dist_to_value = kz_ana.process_data_by_t(t_r)\n", + " dist1d_to_value = collections.defaultdict(list)\n", + " for dist_fake_q, value in dist_to_value.items():\n", + " dx, dy = dist_fake_q.row, dist_fake_q.col\n", + " dist1d_to_value[np.sqrt(dx**2 + dy**2)].append(value)\n", + "\n", + " xs = sorted(dist1d_to_value.keys())\n", + " ys = [np.mean(dist1d_to_value[x]) for x in xs]\n", + " plt.semilogy(xs, ys, \"o\", label=f\"{t_r=}\")\n", + "plt.xlabel(\"Distrance\")\n", + "plt.ylabel(\"Average correlation\")\n", + "plt.grid(True)\n", + "plt.legend()\n", + "plt.xlim(0, 18)\n", + "plt.ylim(1e-2, 0.5)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "5NULG1hdiJLi" + }, + "source": [ + "# Final exercises:\n", + " - Study how the measured correlations depend on the ramp-down time. Do you understand the behavior? (Hint: what should happen if you ramp down and up very slowly?)\n", + " - Study how the correlations depend on the ramp-up time. At which point does decoherence effects outweigh adiabaticity concerns?\n", + " - Test how the previous exercise depends on coupling strength\n", + " - Write an alternative version where you instead sweep the hold time between the ramp-up and ramp-down, and use this to extract the dependence of correlation length and energy (nearest-neighbor XX+YY correlations) on wait time\n", + " - Edit the code such that you can switch between preparing the highest and lowest energy states of the Hamiltonian. (Hint: the energy of the state is determined by the combination of which sub-lattice has higher energy and where the |1)s are placed)\n", + " - Edit the code so that you can also measure the qubits in the Z-basis\n", + " - Challenge 1: modify the trajectory so that one qubit remains at a high (tunable) energy throughout the interaction part of the circuit\n", + " - Challenge 2: modify the trajectory so that the couplers to the \"special qubit\" are only turned on after the adiabatic preparation" + ] + } + ], + "metadata": { + "colab": { + "provenance": [], + "toc_visible": true + }, + "kernelspec": { + "display_name": "Python 3", + "name": "python3" + }, + "language_info": { + "name": "python" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +}