{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Getting Devices and Checking Device Properties\n", "\n", "This tutorial demonstrates how to use the `get_devices()` method to search and instantiate devices available on Amazon Braket. It also shows how to obtain access to properties for simulator and QPU devices." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# general imports\n", "import json\n", "from braket.aws import AwsDevice\n", "from braket.devices import LocalSimulator" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Using get_devices\n", "You can get a device, including the on-demand simulators and the QPUs, by calling the `get_devices()` method. Search for devices with one or more of the following filtering criteria:\n", "* device arn \n", "* name \n", "* type \n", "* status \n", "* provider_name. \n", "\n", "The following cells give examples for each of the cases." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Getting the device by type" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": "[Device('name': SV1, 'arn': arn:aws:braket:::device/quantum-simulator/amazon/sv1),\n Device('name': TN1, 'arn': arn:aws:braket:::device/quantum-simulator/amazon/tn1),\n Device('name': dm1, 'arn': arn:aws:braket:::device/quantum-simulator/amazon/dm1)]" }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# to get the on-demand simulators\n", "AwsDevice.get_devices(types=['SIMULATOR'])" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": "[Device('name': Aspen-10, 'arn': arn:aws:braket:::device/qpu/rigetti/Aspen-10),\n Device('name': Aspen-11, 'arn': arn:aws:braket:::device/qpu/rigetti/Aspen-11),\n Device('name': Aspen-8, 'arn': arn:aws:braket:::device/qpu/rigetti/Aspen-8),\n Device('name': Aspen-9, 'arn': arn:aws:braket:::device/qpu/rigetti/Aspen-9),\n Device('name': Aspen-M-1, 'arn': arn:aws:braket:us-west-1::device/qpu/rigetti/Aspen-M-1),\n Device('name': IonQ Device, 'arn': arn:aws:braket:us-east-1::device/qpu/ionq/Harmony)]" }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# to get the list of QPUs\n", "AwsDevice.get_devices(types=['QPU'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Getting the device by ARN\n", "For every type of device available in Amazon Braket, you can find the associated ARN in the Amazon Braket [Developer Guide](https://docs.aws.amazon.com/braket/latest/developerguide/braket-devices.html). You also can view the device ARN on the `Devices` section in the Amazon Braket console." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": "[Device('name': IonQ Device, 'arn': arn:aws:braket:us-east-1::device/qpu/ionq/Harmony)]" }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# for example, the following ARN refers to the IonQ device.\n", "AwsDevice.get_devices(arns=['arn:aws:braket:us-east-1::device/qpu/ionq/Harmony'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Getting the device by name" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": "[Device('name': Aspen-M-3, 'arn': arn:aws:braket:us-west-1::device/qpu/rigetti/Aspen-M-3)]" }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# for example, the following name refers to a Rigetti Aspen system.\n", "AwsDevice.get_devices(names=['Aspen-M-3'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Getting the device by status" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": "[Device('name': Aspen-11, 'arn': arn:aws:braket:::device/qpu/rigetti/Aspen-11),\n Device('name': Aspen-8, 'arn': arn:aws:braket:::device/qpu/rigetti/Aspen-8),\n Device('name': Aspen-M-3, 'arn': arn:aws:braket:us-west-1::device/qpu/rigetti/Aspen-M-3),\n Device('name': IonQ Device, 'arn': arn:aws:braket:us-east-1::device/qpu/ionq/Harmony),\n Device('name': SV1, 'arn': arn:aws:braket:::device/quantum-simulator/amazon/sv1),\n Device('name': dm1, 'arn': arn:aws:braket:::device/quantum-simulator/amazon/dm1)]" }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# retrieve all devices that are currently online\n", "AwsDevice.get_devices(statuses=['ONLINE'])" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": "[Device('name': Aspen-M-1, 'arn': arn:aws:braket:us-west-1::device/qpu/rigetti/Aspen-M-1)]" }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# retrieve all devices that are currently offline\n", "AwsDevice.get_devices(statuses=['OFFLINE'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Getting the device by provider_name" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": "[Device('name': IonQ Device, 'arn': arn:aws:braket:us-east-1::device/qpu/ionq/Harmony)]" }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# for example, the following ARN retrieves the IonQ device.\n", "AwsDevice.get_devices(provider_names=['IonQ'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Retrieve devices in order" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": "[Device('name': SV1, 'arn': arn:aws:braket:::device/quantum-simulator/amazon/sv1),\n Device('name': dm1, 'arn': arn:aws:braket:::device/quantum-simulator/amazon/dm1),\n Device('name': IonQ Device, 'arn': arn:aws:braket:us-east-1::device/qpu/ionq/Harmony),\n Device('name': Aspen-10, 'arn': arn:aws:braket:::device/qpu/rigetti/Aspen-10),\n Device('name': Aspen-8, 'arn': arn:aws:braket:::device/qpu/rigetti/Aspen-8),\n Device('name': Aspen-9, 'arn': arn:aws:braket:::device/qpu/rigetti/Aspen-9),\n Device('name': Aspen-M-1, 'arn': arn:aws:braket:us-west-1::device/qpu/rigetti/Aspen-M-1),\n Device('name': Aspen-11, 'arn': arn:aws:braket:::device/qpu/rigetti/Aspen-11)]" }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# retrieve the list of devices, ordered by provider name\n", "AwsDevice.get_devices(order_by='provider_name')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Getting the device with multiple criteria" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": "[Device('name': Aspen-11, 'arn': arn:aws:braket:::device/qpu/rigetti/Aspen-11),\n Device('name': Aspen-8, 'arn': arn:aws:braket:::device/qpu/rigetti/Aspen-8),\n Device('name': Aspen-M-1, 'arn': arn:aws:braket:us-west-1::device/qpu/rigetti/Aspen-M-1),\n Device('name': IonQ Device, 'arn': arn:aws:braket:us-east-1::device/qpu/ionq/Harmony)]" }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# multiple criteria can be applied\n", "AwsDevice.get_devices(types=['QPU'],statuses=['ONLINE'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Getting a device directly\n", "You can specify a device directly, with the device ARN." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "# specify a device directly by device ARN\n", "# Rigetti\n", "device = AwsDevice(\"arn:aws:braket:us-west-1::device/qpu/rigetti/Aspen-M-3\")\n", "# IonQ\n", "device = AwsDevice(\"arn:aws:braket:us-east-1::device/qpu/ionq/Harmony\")\n", "# the on-demand simulator SV1\n", "device = AwsDevice(\"arn:aws:braket:::device/quantum-simulator/amazon/sv1\")\n", "# the on-demand simulator TN1\n", "device = AwsDevice(\"arn:aws:braket:::device/quantum-simulator/amazon/tn1\")\n", "# the local simulator\n", "device = LocalSimulator()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Properties of devices\n", "\n", "You can check properties of a device with the `device.properties` call. The following examples show some useful properties of each device." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The supported operations of SV1 are ['ccnot', 'cnot', 'cphaseshift', 'cphaseshift00', 'cphaseshift01', 'cphaseshift10', 'cswap', 'cy', 'cz', 'h', 'i', 'iswap', 'pswap', 'phaseshift', 'rx', 'ry', 'rz', 's', 'si', 'swap', 't', 'ti', 'unitary', 'v', 'vi', 'x', 'xx', 'xy', 'y', 'yy', 'z', 'zz']\n", "\n", "The supported result types are [ResultType(name='Sample', observables=['x', 'y', 'z', 'h', 'i', 'hermitian'], minShots=1, maxShots=100000), ResultType(name='Expectation', observables=['x', 'y', 'z', 'h', 'i', 'hermitian'], minShots=0, maxShots=100000), ResultType(name='Variance', observables=['x', 'y', 'z', 'h', 'i', 'hermitian'], minShots=0, maxShots=100000), ResultType(name='Probability', observables=None, minShots=1, maxShots=100000), ResultType(name='Amplitude', observables=None, minShots=0, maxShots=0)]\n", "\n", "The maximum number of qubits supported by this device is 34\n", "The shots range of this device is (0, 100000)\n", "The price of running tasks on this device: price=0.075 unit='minute'\n" ] } ], "source": [ "# the on-demand simulator SV1\n", "device = AwsDevice(\"arn:aws:braket:::device/quantum-simulator/amazon/sv1\")\n", "\n", "support_gates = device.properties.action['braket.ir.jaqcd.program'].supportedOperations\n", "support_result_types = device.properties.action['braket.ir.jaqcd.program'].supportedResultTypes\n", "qubit_count = device.properties.paradigm.qubitCount\n", "shots_range = device.properties.service.shotsRange\n", "device_cost = device.properties.service.deviceCost\n", "\n", "print(f'The supported operations of {device.name} are {support_gates}\\n')\n", "print(f'The supported result types are {support_result_types}\\n')\n", "print('The maximum number of qubits supported by this device is', qubit_count)\n", "print('The shots range of this device is', shots_range)\n", "print('The price of running tasks on this device:', device_cost)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For the IonQ and Rigetti devices, you can get information about the properties shown previously. You also can get information about the availability windows and the device calibration data." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The availability windows for Aspen-M-3:\n", "[DeviceExecutionWindow(executionDay=, windowStartHour=datetime.time(15, 0), windowEndHour=datetime.time(20, 0))]\n", "\n", "The connectivity graph of the qubits for this device:\n", " fullyConnected=False connectivityGraph={'0': ['1', '7'], '1': ['0', '16', '2'], '10': ['11', '113', '17'], '100': ['101', '107'], '101': ['100', '102', '116'], '102': ['101', '103', '115'], '103': ['102', '104'], '104': ['103', '105', '7'], '105': ['104', '106'], '106': ['105', '107'], '107': ['100', '106'], '11': ['10', '12', '26'], '110': ['111', '117'], '111': ['110', '112', '126'], '112': ['111', '113'], '113': ['10', '112', '114'], '114': ['113', '115', '17'], '115': ['102', '114', '116'], '116': ['101', '115', '117'], '117': ['110', '116'], '12': ['11', '13', '25'], '120': ['121', '127'], '121': ['120', '122', '136'], '122': ['121', '123', '135'], '123': ['122', '124', '20'], '124': ['123', '125', '27'], '125': ['124', '126'], '126': ['111', '125', '127'], '127': ['120', '126'], '13': ['12', '14'], '130': ['131', '137'], '131': ['130', '132', '146'], '132': ['131', '133', '145'], '133': ['132', '134', '30'], '134': ['133', '135', '37'], '135': ['122', '134', '136'], '136': ['121', '135', '137'], '137': ['130', '136'], '14': ['13', '15'], '140': ['141', '147'], '141': ['140', '142'], '142': ['141', '143'], '143': ['142', '144', '40'], '144': ['143', '145', '47'], '145': ['132', '144', '146'], '146': ['131', '145', '147'], '147': ['140', '146'], '15': ['14', '16', '2'], '16': ['1', '15', '17'], '17': ['10', '16', '114'], '2': ['1', '15', '3'], '20': ['123', '21', '27'], '21': ['20', '22', '36'], '22': ['21', '23', '35'], '23': ['22', '24'], '24': ['23', '25'], '25': ['12', '24', '26'], '26': ['11', '25', '27'], '27': ['20', '26', '124'], '3': ['2', '4'], '30': ['133', '31', '37'], '31': ['30', '32', '46'], '32': ['31', '33', '45'], '33': ['32', '34'], '34': ['33', '35'], '35': ['22', '34', '36'], '36': ['21', '35', '37'], '37': ['30', '36', '134'], '4': ['3', '5'], '40': ['143', '41', '47'], '41': ['40', '42'], '42': ['41', '43'], '43': ['42', '44'], '44': ['43', '45'], '45': ['32', '44', '46'], '46': ['31', '45', '47'], '47': ['40', '46', '144'], '5': ['4', '6'], '6': ['5', '7'], '7': ['0', '6', '104']}\n", "\n", "Calibration data:\n", " {\n", " \"1Q\": {\n", " \"0\": {\n", " \"T1\": 8.777348365240911e-06,\n", " \"T2\": 1.4387746662680443e-05,\n", " \"f1QRB\": 0.998504263416883,\n", " \"f1QRB_std_err\": 0.000200939668822899,\n", " \"f1Q_simultaneous_RB\": 0.9303976571661898,\n", " \"f1Q_simultaneous_RB_std_err\": 0.01832843535640074,\n", " \"fActiveReset\": 0.983,\n", " \"fRO\": 0.7455\n", " },\n", " \"1\": {\n", " \"T1\": 5.6366506444582853e-05,\n", " \"T2\": 2.6242615804514876e-06,\n", " \"f1QRB\": 0.998504263416883,\n", " \"f1QRB_std_err\": 0.000200939668822899,\n", " \"f1Q_simultaneous_RB\": 0.9460049849871673,\n", " \"f1Q_simultaneous_RB_std_err\": 0.015573861338627268,\n", " \"fActiveReset\": 0.985,\n", " \"fRO\": 0.8540000000000001\n", " },\n", " \"10\": {\n", " \"T1\": 2.4649825183020724e-05,\n", " \"T2\": 2.112458278475246e-05,\n", " \"f1QRB\": 0.998567587494012,\n", " \"f1QRB_std_err\": 0.000207675573751291,\n", " \"f1Q_simultaneous_RB\": 0.9979683963345315,\n", " \"f1Q_simultaneous_RB_std_err\": 0.00020991123805034803,\n", " \"fActiveReset\": 0.9995,\n", " \"fRO\": 0.97\n", " },\n", " \"100\": {\n", " \"T1\": 1.4605161566150215e-05,\n", " \"T2\": 8.902523025740775e-06,\n", " \"f1QRB\": 0.997775892122462,\n", " \"f1QRB_std_err\": 0.000374351563384802,\n", " \"f1Q_simultaneous_RB\": 0.9961567026311122,\n", " \"f1Q_simultaneous_RB_std_err\": 0.0002573088587404397,\n", " \"fActiveReset\": 0.9855000000000002,\n", " \"fRO\": 0.966\n", " },\n", " \"101\": {\n", " \"T1\": 3.470265115845805e-05,\n", " \"T2\": 1.597107188692292e-05,\n", " \"f1QRB\": 0.997775892122462,\n", " \"f1QRB_std_err\": 0.000374351563384802,\n", " \"f1Q_simultaneous_RB\": 0.9970276543696347,\n", " \"f1Q_simultaneous_RB_std_err\": 0.00013096176594054902,\n", " \"fActiveReset\": 0.9475,\n", " \"fRO\": 0.9835\n", " },\n", " \"102\": {\n", " \"T1\": 3.108759865555477e-05,\n", " \"T2\": 9.128937181043585e-06,\n", " \"f1QRB\": 0.997775892122462,\n", " \"f1QRB_std_err\": 0.000374351563384802,\n", " \"f1Q_simultaneous_RB\": 0.9976099333865556,\n", " \"f1Q_simultaneous_RB_std_err\": 0.00018672092358221307,\n", " \"fActiveReset\": 0.9975,\n", " \"fRO\": 0.97\n", " },\n", " \"103\": {\n", " \"T1\": 2.4162789957538067e-05,\n", " \"T2\": 3.320981405023996e-05,\n", " \"f1QRB\": 0.997775892122462,\n", " \"f1QRB_std_err\": 0.000374351563384802,\n", " \"f1Q_simultaneous_RB\": 0.9976510417447488,\n", " \"f1Q_simultaneous_RB_std_err\": 0.00019191885187922028,\n", " \"fActiveReset\": 0.9985,\n", " \"fRO\": 0.983\n", " },\n", " \"104\": {\n", " \"T1\": 1.1231745568052176e-05,\n", " \"T2\": 2.41162039532837e-06,\n", " \"f1QRB\": 0.997775892122462,\n", " \"f1QRB_std_err\": 0.000374351563384802,\n", " \"f1Q_simultaneous_RB\": 0.9214629936027059,\n", " \"f1Q_simultaneous_RB_std_err\": 0.02750707475639154,\n", " \"fActiveReset\": 0.7835,\n", " \"fRO\": 0.6910000000000001\n", " },\n", " \"105\": {\n", " \"T1\": 2.194007430622591e-05,\n", " \"T2\": 9.166301159022885e-06,\n", " \"f1QRB\": 0.997775892122462,\n", " \"f1QRB_std_err\": 0.000374351563384802,\n", " \"f1Q_simultaneous_RB\": 0.9963657123115162,\n", " \"f1Q_simultaneous_RB_std_err\": 0.00011396815287868675,\n", " \"fActiveReset\": 0.9975,\n", " \"fRO\": 0.975\n", " },\n", " \"106\": {\n", " \"T1\": 9.167404134258206e-06,\n", " \"T2\": 3.5514114878112702e-06,\n", " \"f1QRB\": 0.997775892122462,\n", " \"f1QRB_std_err\": 0.000374351563384802,\n", " \"f1Q_simultaneous_RB\": 0.9908088608494778,\n", " \"f1Q_simultaneous_RB_std_err\": 0.0006521411302170585,\n", " \"fActiveReset\": 0.995,\n", " \"fRO\": 0.977\n", " },\n", " \"107\": {\n", " \"T1\": 2.7364319175493534e-05,\n", " \"T2\": 1.728370149460824e-05,\n", " \"f1QRB\": 0.997775892122462,\n", " \"f1QRB_std_err\": 0.000374351563384802,\n", " \"f1Q_simultaneous_RB\": 0.998360745533851,\n", " \"f1Q_simultaneous_RB_std_err\": 0.00013243327201981094,\n", " \"fActiveReset\": 0.9935,\n", " \"fRO\": 0.9435\n", " },\n", " \"11\": {\n", " \"T1\": 4.242363601303367e-05,\n", " \"T2\": 1.897668630009837e-05,\n", " \"f1QRB\": 0.998567587494012,\n", " \"f1QRB_std_err\": 0.000207675573751291,\n", " \"f1Q_simultaneous_RB\": 0.9979463434832029,\n", " \"f1Q_simultaneous_RB_std_err\": 0.0002787945305936024,\n", " \"fActiveReset\": 0.9935,\n", " \"fRO\": 0.915\n", " },\n", " \"110\": {\n", " \"T1\": 2.3000070121348415e-05,\n", " \"T2\": 2.821554481340575e-05,\n", " \"f1QRB\": 0.997966130975084,\n", " \"f1QRB_std_err\": 0.000835699458163396,\n", " \"f1Q_simultaneous_RB\": 0.9978578224230155,\n", " \"f1Q_simultaneous_RB_std_err\": 0.0001438820152819121,\n", " \"fActiveReset\": 0.9990000000000001,\n", " \"fRO\": 0.975\n", " },\n", " \"111\": {\n", " \"T1\": 5.4014904686594534e-05,\n", " \"T2\": 2.6526235292895404e-05,\n", " \"f1QRB\": 0.997966130975084,\n", " \"f1QRB_std_err\": 0.000835699458163396,\n", " \"f1Q_simultaneous_RB\": 0.9971325904076612,\n", " \"f1Q_simultaneous_RB_std_err\": 0.00041329462728499877,\n", " \"fActiveReset\": 0.9985,\n", " \"fRO\": 0.927\n", " },\n", " \"112\": {\n", " \"T1\": 2.4225018294687928e-05,\n", " \"T2\": 1.7676421014048713e-06,\n", " \"f1QRB\": 0.997966130975084,\n", " \"f1QRB_std_err\": 0.000835699458163396,\n", " \"f1Q_simultaneous_RB\": 0.8743241888807464,\n", " \"f1Q_simultaneous_RB_std_err\": 0.06433267814368877,\n", " \"fActiveReset\": 0.9945,\n", " \"fRO\": 0.639\n", " },\n", " \"113\": {\n", " \"T1\": 2.0808074664202536e-05,\n", " \"T2\": 2.50607222807605e-05,\n", " \"f1QRB\": 0.997966130975084,\n", " \"f1QRB_std_err\": 0.000835699458163396,\n", " \"f1Q_simultaneous_RB\": 0.9803553028933467,\n", " \"f1Q_simultaneous_RB_std_err\": 0.0020504962516807675,\n", " \"fActiveReset\": 0.9955000000000002,\n", " \"fRO\": 0.9655\n", " },\n", " \"114\": {\n", " \"T1\": 4.9385373310784075e-06,\n", " \"T2\": 5.226996638672165e-06,\n", " \"f1QRB\": 0.997966130975084,\n", " \"f1QRB_std_err\": 0.000835699458163396,\n", " \"f1Q_simultaneous_RB\": 0.9879202125157243,\n", " \"f1Q_simultaneous_RB_std_err\": 0.001374557378211964,\n", " \"fActiveReset\": 0.976,\n", " \"fRO\": 0.762\n", " },\n", " \"115\": {\n", " \"T1\": 6.253691961077834e-05,\n", " \"T2\": 1.3634468894645568e-05,\n", " \"f1QRB\": 0.997966130975084,\n", " \"f1QRB_std_err\": 0.000835699458163396,\n", " \"f1Q_simultaneous_RB\": 0.9981439033243311,\n", " \"f1Q_simultaneous_RB_std_err\": 0.00020277335250327972,\n", " \"fActiveReset\": 0.995,\n", " \"fRO\": 0.9655\n", " },\n", " \"116\": {\n", " \"T1\": 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0.872231361471259,\n", " \"fCPHASE_std_err\": 0.01121985823707833,\n", " \"fCZ\": 0.9738444794692535,\n", " \"fCZ_std_err\": 0.0043942654522665485\n", " },\n", " \"33-34\": {\n", " \"fCPHASE\": 0.7958929831240406,\n", " \"fCPHASE_std_err\": 0.015425462116718731,\n", " \"fCZ\": 0.8651742677416149,\n", " \"fCZ_std_err\": 0.007592588486357907,\n", " \"fXY\": 0.8835390987642395,\n", " \"fXY_std_err\": 0.0043867947035354325\n", " },\n", " \"34-35\": {\n", " \"fCPHASE\": 0.859602533039039,\n", " \"fCPHASE_std_err\": 0.009138076035450015,\n", " \"fCZ\": 0.9715705945287438,\n", " \"fCZ_std_err\": 0.006301031003720571\n", " },\n", " \"35-36\": {\n", " \"fXY\": 0.9774969885122631,\n", " \"fXY_std_err\": 0.0033829465454611072\n", " },\n", " \"36-37\": {\n", " \"fCPHASE\": 0.9092561183890484,\n", " \"fCPHASE_std_err\": 0.0058376807088631735,\n", " \"fCZ\": 0.9784518885903303,\n", " \"fCZ_std_err\": 0.003029130589787604,\n", " \"fXY\": 0.9875603191593725,\n", " \"fXY_std_err\": 0.002358423302265576\n", " },\n", " \"37-134\": {\n", " \"fCPHASE\": 0.9146399454060954,\n", " \"fCPHASE_std_err\": 0.004337076992693843,\n", " \"fCZ\": 0.934092256502296,\n", " \"fCZ_std_err\": 0.008770591000249005,\n", " \"fXY\": 0.8682740375243889,\n", " \"fXY_std_err\": 0.006471746052616916\n", " },\n", " \"4-5\": {\n", " \"fCPHASE\": 0.8552743505131355,\n", " \"fCPHASE_std_err\": 0.007608179558157967,\n", " \"fCZ\": 0.9706519855005057,\n", " \"fCZ_std_err\": 0.005554291023953174,\n", " \"fXY\": 0.8624177383174734,\n", " \"fXY_std_err\": 0.006925013192967286\n", " },\n", " \"40-143\": {\n", " \"fCPHASE\": 0.7600839684763812,\n", " \"fCPHASE_std_err\": 0.01455730512726115,\n", " \"fCZ\": 0.8104453814594197,\n", " \"fCZ_std_err\": 0.00992447081179879,\n", " \"fXY\": 0.905776157678926,\n", " \"fXY_std_err\": 0.005978628164178389\n", " },\n", " \"40-41\": {\n", " \"fCPHASE\": 0.7616214479970531,\n", " \"fCPHASE_std_err\": 0.0153397409764428,\n", " \"fCZ\": 0.7990943294436262,\n", " \"fCZ_std_err\": 0.010747152786691874,\n", " \"fXY\": 0.8988201697808387,\n", " \"fXY_std_err\": 0.0052605650112824524\n", " },\n", " \"40-47\": {\n", " \"fCPHASE\": 0.7168934897637623,\n", " \"fCPHASE_std_err\": 0.02194610037601451,\n", " \"fCZ\": 0.9032407469051222,\n", " \"fCZ_std_err\": 0.02019307343891585,\n", " \"fXY\": 0.9786320871734574,\n", " \"fXY_std_err\": 0.005267238871515598\n", " },\n", " \"41-42\": {\n", " \"fCPHASE\": 0.8604180987325472,\n", " \"fCPHASE_std_err\": 0.00925843597058478,\n", " \"fCZ\": 0.9533150920640057,\n", " \"fCZ_std_err\": 0.01097766567033766,\n", " \"fXY\": 0.9586422965574871,\n", " \"fXY_std_err\": 0.007132225169109244\n", " },\n", " \"42-43\": {\n", " \"fCPHASE\": 0.8423849056255256,\n", " \"fCPHASE_std_err\": 0.010008919179737015,\n", " \"fCZ\": 0.917858001758817,\n", " \"fCZ_std_err\": 0.012413160703071257,\n", " \"fXY\": 0.8141502882786736,\n", " \"fXY_std_err\": 0.01184872526534798\n", " },\n", " \"43-44\": {\n", " \"fCPHASE\": 0.7537923626609487,\n", " \"fCPHASE_std_err\": 0.015080828085127,\n", " \"fCZ\": 0.8611710085628796,\n", " \"fCZ_std_err\": 0.008865627688122714,\n", " \"fXY\": 0.942283542329304,\n", " \"fXY_std_err\": 0.009503765439193682\n", " },\n", " \"44-45\": {\n", " \"fCPHASE\": 0.8299030141719563,\n", " \"fCPHASE_std_err\": 0.009857478899323988,\n", " \"fCZ\": 0.9557288578270758,\n", " \"fCZ_std_err\": 0.006702511019316729,\n", " \"fXY\": 0.8996048966729704,\n", " \"fXY_std_err\": 0.004152212435951456\n", " },\n", " \"45-46\": {\n", " \"fCPHASE\": 0.9675162959658308,\n", " \"fCPHASE_std_err\": 0.008914968542324951,\n", " \"fCZ\": 0.965380988480898,\n", " \"fCZ_std_err\": 0.00600956773698424,\n", " \"fXY\": 0.9811754888501525,\n", " \"fXY_std_err\": 0.002809467046863083\n", " },\n", " \"46-47\": {\n", " \"fCPHASE\": 0.9550132096198518,\n", " \"fCPHASE_std_err\": 0.011101139047072738,\n", " \"fCZ\": 0.9334902005702788,\n", " \"fCZ_std_err\": 0.013121527876568584,\n", " \"fXY\": 0.9598039171384231,\n", " \"fXY_std_err\": 0.008923248606730105\n", " },\n", " \"47-144\": {\n", " \"fCPHASE\": 0.8982407044055271,\n", " \"fCPHASE_std_err\": 0.00621785488733503,\n", " \"fCZ\": 0.9394007045007381,\n", " \"fCZ_std_err\": 0.010877234167113965,\n", " \"fXY\": 0.7767641365585107,\n", " \"fXY_std_err\": 0.0173400113341025\n", " },\n", " \"5-6\": {\n", " \"fCPHASE\": 0.8856589225078974,\n", " \"fCPHASE_std_err\": 0.007252911389298091,\n", " \"fCZ\": 0.9548890325016192,\n", " \"fCZ_std_err\": 0.0053040819246874624,\n", " \"fXY\": 0.9708587201438419,\n", " \"fXY_std_err\": 0.004633224705448535\n", " },\n", " \"6-7\": {\n", " \"fCPHASE\": 0.8390933924372902,\n", " \"fCPHASE_std_err\": 0.009445019626481147,\n", " \"fCZ\": 0.9418483009558972,\n", " \"fCZ_std_err\": 0.01218466822075986,\n", " \"fXY\": 0.9661361224326979,\n", " \"fXY_std_err\": 0.009003517168496214\n", " },\n", " \"7-104\": {\n", " \"fXY\": 0.6631486133799958,\n", " \"fXY_std_err\": 0.010365519549584151\n", " }\n", " }\n", "}\n" ] } ], "source": [ "# the IonQ device\n", "device = AwsDevice(\"arn:aws:braket:us-east-1::device/qpu/ionq/Harmony\")\n", "\n", "# the Rigetti device\n", "device = AwsDevice(\"arn:aws:braket:us-west-1::device/qpu/rigetti/Aspen-M-3\")\n", "\n", "execution_windows = device.properties.service.executionWindows\n", "connectivity_graph = device.properties.paradigm.connectivity\n", "calibration = device.properties.provider.specs\n", "\n", "print(f'The availability windows for {device.name}:\\n{execution_windows}\\n')\n", "print(f'The connectivity graph of the qubits for this device:\\n {connectivity_graph}\\n')\n", "print('Calibration data:\\n', json.dumps(calibration,sort_keys=True,indent=2))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Each device has more properties to explore. To learn more, view the [Amazon Braket schemas documentation](https://amazon-braket-schemas-python.readthedocs.io/en/latest/_apidoc/braket.device_schema.html)." ] } ], "metadata": { "kernelspec": { "name": "python3", "language": "python", "display_name": "Python 3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.7" } }, "nbformat": 4, "nbformat_minor": 4 }