{ "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": "2024-08-15T10:28:40.181643Z", "iopub.status.busy": "2024-08-15T10:28:40.181199Z", "iopub.status.idle": "2024-08-15T10:28:40.185202Z", "shell.execute_reply": "2024-08-15T10:28:40.184668Z" }, "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": "code", "execution_count": 2, "metadata": { "cellView": "form", "execution": { "iopub.execute_input": "2024-08-15T10:28:40.188480Z", "iopub.status.busy": "2024-08-15T10:28:40.188027Z", "iopub.status.idle": "2024-08-15T10:28:56.391623Z", "shell.execute_reply": "2024-08-15T10:28:56.390773Z" }, "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 1.15.0 requires protobuf<4.21,>=3.20.3; python_version < \"3.11\", but you have protobuf 4.25.4 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", "except ImportError:\n", " print(\"installing cirq...\")\n", " !pip install --quiet cirq\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": "2024-08-15T10:28:56.396174Z", "iopub.status.busy": "2024-08-15T10:28:56.395349Z", "iopub.status.idle": "2024-08-15T10:28:56.436915Z", "shell.execute_reply": "2024-08-15T10:28:56.436341Z" }, "id": "hKfu5yVi2Ebs" }, "outputs": [], "source": [ "processor_id = \"rainbow\"\n", "cal = cirq_google.engine.load_median_device_calibration(processor_id)\n", "noise_props = cirq_google.noise_properties_from_calibration(cal)" ] }, { "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": "2024-08-15T10:28:56.440538Z", "iopub.status.busy": "2024-08-15T10:28:56.439966Z", "iopub.status.idle": "2024-08-15T10:28:56.712150Z", "shell.execute_reply": "2024-08-15T10:28:56.711422Z" }, "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": "2024-08-15T10:28:56.716395Z", "iopub.status.busy": "2024-08-15T10:28:56.715453Z", "iopub.status.idle": "2024-08-15T10:28:57.489312Z", "shell.execute_reply": "2024-08-15T10:28:57.488511Z" }, "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": "2024-08-15T10:28:57.495042Z", "iopub.status.busy": "2024-08-15T10:28:57.494759Z", "iopub.status.idle": "2024-08-15T10:28:58.188711Z", "shell.execute_reply": "2024-08-15T10:28:58.187963Z" }, "id": "e1MXeJaKW3j0" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Two qubit error data: fsim_errors\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "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": "2024-08-15T10:28:58.194655Z", "iopub.status.busy": "2024-08-15T10:28:58.193969Z", "iopub.status.idle": "2024-08-15T10:28:58.685241Z", "shell.execute_reply": "2024-08-15T10:28:58.684483Z" }, "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": "3.10.14" } }, "nbformat": 4, "nbformat_minor": 0 }