{ "cells": [ { "cell_type": "markdown", "metadata": { "id": "DkA0Fobtb9dM" }, "source": [ "##### Copyright 2022 The Cirq Developers" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "cellView": "form", "execution": { "iopub.execute_input": "2025-07-01T09:26:10.995747Z", "iopub.status.busy": "2025-07-01T09:26:10.995492Z", "iopub.status.idle": "2025-07-01T09:26:10.999676Z", "shell.execute_reply": "2025-07-01T09:26:10.999088Z" }, "id": "tUshu7YfcAAW" }, "outputs": [], "source": [ "# @title Licensed under the Apache License, Version 2.0 (the \"License\");\n", "# you may not use this file except in compliance with the License.\n", "# You may obtain a copy of the License at\n", "#\n", "# https://www.apache.org/licenses/LICENSE-2.0\n", "#\n", "# Unless required by applicable law or agreed to in writing, software\n", "# distributed under the License is distributed on an \"AS IS\" BASIS,\n", "# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n", "# See the License for the specific language governing permissions and\n", "# limitations under the License." ] }, { "cell_type": "markdown", "metadata": { "id": "RIbn0pYo2E-Q" }, "source": [ "# Qubit Picking" ] }, { "cell_type": "markdown", "metadata": { "id": "4j6Gq31OtDDk" }, "source": [ "\n", " \n", " \n", " \n", " \n", "
\n", " View on QuantumAI\n", " \n", " Run in Google Colab\n", " \n", " View source on GitHub\n", " \n", " Download notebook\n", "
" ] }, { "cell_type": "markdown", "metadata": { "id": "f53d26973380" }, "source": [ "When running a circuit on a noisy quantum hardware device, the choice and even ordering of hardware qubits used directly affects how reliably the device measures a correct result. This notebook covers some of the available qubit error information that can be useful for picking good hardware qubits to run your circuit on." ] }, { "cell_type": "markdown", "metadata": { "id": "cb67ae611d34" }, "source": [ "## Setup\n", "\n", "Note: this notebook relies on unreleased Cirq features. If you want to try these features, make sure you install cirq via `pip install --upgrade cirq~=1.0.dev`." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "cellView": "form", "execution": { "iopub.execute_input": "2025-07-01T09:26:11.002568Z", "iopub.status.busy": "2025-07-01T09:26:11.002326Z", "iopub.status.idle": "2025-07-01T09:26:26.648033Z", "shell.execute_reply": "2025-07-01T09:26:26.647203Z" }, "id": "pBl-1eHNHXS8" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "installing cirq...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\r\n", "tensorflow-metadata 1.17.2 requires protobuf<4.22,>=4.21.6; python_version < \"3.11\", but you have protobuf 5.29.5 which is incompatible.\u001b[0m\u001b[31m\r\n", "\u001b[0m" ] }, { "name": "stdout", "output_type": "stream", "text": [ "installed cirq.\n" ] } ], "source": [ "# @title Setup\n", "try:\n", " import cirq\n", "\n", " # raise ImportError when cirq is not new enough\n", " if cirq.__version__ == \"1.5.0\":\n", " raise ImportError(\"This notebook requires the development version of Cirq\")\n", "except ImportError:\n", " print(\"installing cirq...\")\n", " !pip install --upgrade --quiet cirq~=1.0.dev\n", " print(\"installed cirq.\")\n", " import cirq\n", "\n", "import cirq_google\n", "import numpy as np\n", "from matplotlib import pyplot as plt" ] }, { "cell_type": "markdown", "metadata": { "id": "Q6YMeWnvDaMu" }, "source": [ "## State of qubit selection in Cirq\n", "\n", "Cirq assumes that circuits you intend to run on quantum hardware (virtual or otherwise) are able to be placed on the device, and assumes that you are able to perform placement by hand. The information in this notebook serves to help you identify which qubits are the best to use, but it is up to you to map the qubits in your circuit to the \"good\" qubits available on the device.\n", "\n", "## Error characterization data\n", "\n", "Cirq provides characterization error data that is intended to represent median performance of actual Google quantum hardware as accurately as possible. The primary use of this data is for creating a `cirq.NoiseModel` for use in a [Quantum Virtual Machine](../simulate/quantum_virtual_machine.ipynb), but it also provides information on what qubits are the best to use for your circuit. \n", "\n", "The following code demonstrates how to load that noise data as a `cirq_google.GoogleNoiseProperties` object, which specifies the available data." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2025-07-01T09:26:26.651790Z", "iopub.status.busy": "2025-07-01T09:26:26.651305Z", "iopub.status.idle": "2025-07-01T09:26:26.698055Z", "shell.execute_reply": "2025-07-01T09:26:26.697406Z" }, "id": "hKfu5yVi2Ebs" }, "outputs": [], "source": [ "processor_id = \"rainbow\"\n", "noise_props = cirq_google.engine.load_device_noise_properties(processor_id)" ] }, { "cell_type": "markdown", "metadata": { "id": "YS1j_WzgpumG" }, "source": [ "### One qubit gate Pauli error data\n", "\n", "Pauli error defines decoherence of a single qubit in one of the Pauli [channels](../noise/representing_noise.ipynb) X, Y, or Z. If the errors are distributed in the uniform distribution over all three axes, the probability of applying an erroneous Pauli gate X, Y, or Z will be the Pauli error divided by three. See page 11 of [this Supplementary Information document](https://arxiv.org/abs/1910.11333){:.external} for more on Pauli error. \n", "\n", "Below is the single qubit Pauli error for the `cirq.PhasedXZGate` supported by the Rainbow processor, pulled from the `gate_pauli_errors` attribute of the noise properties object. You can inspect the error for the other supported one-qubit gates by replacing the `gate` variable below. However, as of July 19th, 2022, the error estimation process results in identical Pauli error for all one-qubit gates." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2025-07-01T09:26:26.701030Z", "iopub.status.busy": "2025-07-01T09:26:26.700807Z", "iopub.status.idle": "2025-07-01T09:26:27.085879Z", "shell.execute_reply": "2025-07-01T09:26:27.085073Z" }, "id": "E70fyCU7puGr" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "One qubit error data: gate_pauli_errors\n", "Supported Gates: {, , , }\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "print(f\"One qubit error data: gate_pauli_errors\")\n", "print(f\"Supported Gates: {noise_props.single_qubit_gates()}\")\n", "fig, ax = plt.subplots(figsize=(10, 10))\n", "gate = cirq.PhasedXZGate\n", "measures = {\n", " op_id.qubits: pauli_error\n", " for op_id, pauli_error in noise_props.gate_pauli_errors.items()\n", " if op_id.gate_type == gate\n", "}\n", "ax.set_title(f\"{gate.__name__} Pauli error\")\n", "_ = cirq.Heatmap(measures).plot(ax)\n", "fig.show()" ] }, { "cell_type": "markdown", "metadata": { "id": "YZVP6TI8uIeL" }, "source": [ "The provided error data shows identical Pauli error for all gate types, with relatively higher error for qubits `(4,1)` and `(7,6)`. Qubit `(7,2)` is noticeably lower error than the others, and could be prioritized to be mapped to a circuit qubit that executes many single-qubit operations. However, this is only one type of error; you should inspect the other error types before committing to use any particular qubits." ] }, { "cell_type": "markdown", "metadata": { "id": "_J58phZlVm9L" }, "source": [ "### Two qubit gate Pauli error data\n", "\n", "The two qubit gates also cause Pauli decoherence, which is also stored in the `gate_pauli_errors` attribute. " ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2025-07-01T09:26:27.089024Z", "iopub.status.busy": "2025-07-01T09:26:27.088747Z", "iopub.status.idle": "2025-07-01T09:26:27.778861Z", "shell.execute_reply": "2025-07-01T09:26:27.778046Z" }, "id": "Q4SNArjfMkB4" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Two qubit error data: gate_pauli_errors\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "two_qubit_gates = noise_props.two_qubit_gates()\n", "print(f\"Two qubit error data: gate_pauli_errors\")\n", "fig, axes = plt.subplots(1, 2, figsize=(20, 10))\n", "axes = iter(axes)\n", "for gate in two_qubit_gates:\n", " measures = {\n", " op_id.qubits: pauli_error\n", " for op_id, pauli_error in noise_props.gate_pauli_errors.items()\n", " if op_id.gate_type == gate\n", " }\n", " if measures:\n", " ax = next(axes)\n", " ax.set_title(f\"{gate.__name__} Pauli error\")\n", " _ = cirq.TwoQubitInteractionHeatmap(measures).plot(ax)\n", "\n", "fig.show()" ] }, { "cell_type": "markdown", "metadata": { "id": "pQtxZBXYt1P5" }, "source": [ "This Pauli data informs that the qubit pairs `(6,2)-(7,2)` and `(7,2)-(7,3)` should be avoided at all costs, but the other qubits are roughly comparable." ] }, { "cell_type": "markdown", "metadata": { "id": "s8DEXJdKW38f" }, "source": [ "### Two qubit gate FSim error\n", "\n", "FSim error represents [coherent](../noise/representing_noise.ipynb#channels) two-qubit error that cannot be represented by Pauli channels (that is, it results from entanglement). Instead, it is represented as an additional `cirq.PhasedFSimGate` with small parameters that would be applied to a given qubit pair after any two-qubit gate's execution.\n", "\n", "The following example takes the norm of a couple of the parameters, as a rough approximate representation of the goodness of qubit pairs relative to one another. " ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2025-07-01T09:26:27.782103Z", "iopub.status.busy": "2025-07-01T09:26:27.781838Z", "iopub.status.idle": "2025-07-01T09:26:28.438844Z", "shell.execute_reply": "2025-07-01T09:26:28.438041Z" }, "id": "e1MXeJaKW3j0" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Two qubit error data: fsim_errors\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "print(f\"Two qubit error data: fsim_errors\")\n", "two_qubit_gates = noise_props.two_qubit_gates()\n", "fig, axes = plt.subplots(1, 2, figsize=(20, 10))\n", "axes = iter(axes)\n", "for gate in two_qubit_gates:\n", " measures = {\n", " op_id.qubits: fsim_refit_gate\n", " for op_id, fsim_refit_gate in noise_props.fsim_errors.items()\n", " if op_id.gate_type == gate\n", " }\n", " if measures:\n", " ax = next(axes)\n", " # Norm the Fsim refit gate parameters as an approximate of how good a qubit is.\n", " measures = {\n", " qubits: np.linalg.norm([fsim_refit_gate.theta, fsim_refit_gate.phi])\n", " for qubits, fsim_refit_gate in measures.items()\n", " }\n", " ax.set_title(f\"{gate.__name__} Pauli error\")\n", " _ = cirq.TwoQubitInteractionHeatmap(measures).plot(ax)\n", "\n", "fig.show()" ] }, { "cell_type": "markdown", "metadata": { "id": "0SKqbogVtSFs" }, "source": [ "This fsim data would influence you to avoid the `(6,2)-(7,2)` qubit pair, and prefer the top left of the grid for high-priority qubit pairs (those that have two-qubit gates executed on them many times in your circuit). Additionally, the fact that the `cirq.SycamoreGate` error is so much lower than the `cirq.ISwapPowGate` error means the device was likely calibrated for the `SycamoreGate`, and you should [transform](../transform/transformers.ipynb) your circuit with `cirq.optimize_for_target_gateset` to the `cirq_google.transformers.SycamoreTargetGateset` gate set, if possible.\n", "\n", "This particular type of error can be compensated for somewhat, by using [Floquet calibration](../noise/floquet_calibration_example.ipynb), but this is out of scope for this notebook, and may require adaptation to work with the provided processor error data." ] }, { "cell_type": "markdown", "metadata": { "id": "BfJharjIarJb" }, "source": [ "### Readout error\n", "\n", "Readout error manifests as a measurement of $|0\\rangle$ that should have been $|1\\rangle$, or vice versa. Note that this is different from the Pauli error induced by the `cirq.MeasurementGate`. It's important to note that, while the magnitude of measurement error is higher in general than that of Pauli error, it should be not automatically be considered to be more impactful. This is due to the fact that Pauli error can affect qubits other than the measured one and that effective readout error compensation strategies exist (that won't be discussed here)." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2025-07-01T09:26:28.443612Z", "iopub.status.busy": "2025-07-01T09:26:28.443335Z", "iopub.status.idle": "2025-07-01T09:26:28.950268Z", "shell.execute_reply": "2025-07-01T09:26:28.949485Z" }, "id": "nSDwjnLebmVb" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "One qubit error data: readout_errors\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "print(f\"One qubit error data: readout_errors\")\n", "fig, axes = plt.subplots(1, 2, figsize=(20, 10))\n", "for i, ax, title in zip(\n", " range(2), axes.flat, [\"True |0> measured as |1>\", \"True |1> measured as |0>\"]\n", "):\n", " measures = {\n", " qubit: readout_error[i] for qubit, readout_error in noise_props.readout_errors.items()\n", " }\n", " ax.set_title(title)\n", " _ = cirq.Heatmap(measures).plot(ax, vmax=0.4, vmin=0)\n", "fig.show()" ] }, { "cell_type": "markdown", "metadata": { "id": "CipARD58sq_d" }, "source": [ "This readout data indicates that you definitely want to avoid qubit `(7,2)`. If you're really trying to eke out the best performance possible, you may want to avoid qubits `(5,2)` and `(5,3)` as well. Note how the \"True $|1\\rangle$ measured as $|0\\rangle$\" error representing common decay is far larger and more impactful than the random excitation of $|0\\rangle$ to $|1\\rangle$ error. This is typical behavior and you can safely prioritize working around common decay error instead of random excitation error in most cases." ] }, { "cell_type": "markdown", "metadata": { "id": "WLfGbpVIune1" }, "source": [ "## Overall qubit picking strategy\n", "\n", "Even though the single Pauli qubit data preferred qubit `(7,2)`, the coupled pairs attached to that qubit have abysmal error rates, meaning it should be avoided at all costs. Qubit `(4,1)` has some interesting properties in that its two-qubit gates are quite good, and so is its readout, but not its single-qubit Pauli error. It may be useful to use this qubit in an entangled system where only the other qubits have single-qubit gates applied to them. All of the other gates are roughly comparable based on these error rates. Ultimately, the choice of which hardware qubits have which circuit operations applied to them is up to your discretion." ] }, { "cell_type": "markdown", "metadata": { "id": "JwGtMdoxc-fu" }, "source": [ "# Summary\n", "\n", "Cirq provides the following error types which serve to represent an actual Google quantum hardware device as accurately as currently possible: \n", "- One- and two-qubit Pauli error for each `cirq.Gate` supported by the device\n", "- Two-qubit Fsim error for each supported two-qubit gate that models non-Pauli error. \n", "- Readout error for each qubit that models error in measurements.\n", "\n", "While often used to create [QVM](../simulate/quantum_virtual_machine.ipynb)s, this data is also useful in the process of finding good qubits to use. By avoiding high error qubits whenever possible, you can maximize the reliability of your circuit. \n", "\n", "If you're working with an actual device that may experience drift, or a change in behavior over time, you may need to use more advanced noise compensation strategies, which you can read about in the [Noise](../noise) category." ] } ], "metadata": { "colab": { "name": "qubit_picking.ipynb", "toc_visible": true }, "kernelspec": { "display_name": "Python 3", "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": "3.10.18" } }, "nbformat": 4, "nbformat_minor": 0 }