Send Queries to Quantum Processing Units

Engage with multiple APIs and dispatch quantum tasks

Install and load the QuantumFramework paclet:

In[1]:=

PacletInstall["Wolfram/QuantumFramework"]Needs["Wolfram`QuantumFramework`"]

Create a circuit:

In[2]:=

qc=QuantumCircuitOperator[{"H"{1,2,3},"CZ","CZ"{2,3},{"RZ",π/3}2,{"RZ",2π/3}3,"H"{1,2,3},{1,2,3}}];qc["Diagram"]

Out[2]=

Using an IBM API token, connect to IBM-quantum using service connection:

In[3]:=

ibm=ServiceConnect["IBMQ"]

Out[3]=

ServiceObject

IBMQ

Not Connected



Transform the quantum circuit into Qiskit and transpile it:

In[4]:=

qiskit=qc["Qiskit"]["Transpile"];

Turn the Qiskit object into bytes by specifying the corresponding provider and backend on the IBM system:

In[5]:=

qpy=BaseEncode@qiskit["QPY","Provider""IBMProvider","Backend""ibmq_quito"];

Send the circuit to an IBM QPU:

In[6]:=

ibm["RunCircuit",{"QPY"qpy,"Backend""ibmq_belem"}]

Out[6]=

id	chng53laqbbvbu6o1qgg
backend	ibmq_belem

Check the job's status:

In[7]:=

ibm["JobStatus",{"JobID""chng53laqbbvbu6o1qgg"}]

Out[7]=

id	chng53laqbbvbu6o1qgg
hub	ibm-q
group	open
project	main
backend	ibmq_belem
state	statusCompleted
params	 … 1 
program	idcircuit-runner
created	2023-05-25T06:39:10.032524Z
cost	14400
status	Completed

Get the results:

In[8]:=

ds=ibm["JobResults",{"JobID""chng53laqbbvbu6o1qgg"}]

Out[8]=

backend_name	ibmq_belem
backend_version	1.2.8
date	__type__datetime,__value__2023-05-25T07:26:56+00:00
header	 … 3 
qobj_id	b2ac5247-044f-465f-afca-738452d12013
job_id	circuit-runner_chngre2cd9kc8b319cc0_fd09_0
status	Successful completion
success	True
results	{ … 1 }
execution_id	85884036-facd-11ed-8795-b02628f7f59e
time_taken	2.99352
error	Null

Given counts in the results, find the corresponding probabilities:

In[9]:=

qpuResults=N@Normalize[Values@Normal[ds["results",All,"data","counts"]]〚1〛,Total]

Out[9]=

{0.11775,0.177,0.1055,0.15975,0.14825,0.073,0.16425,0.0545}

Calculate results from Wolfram Quantum Framework:

In[10]:=

results=qc[]["Probabilities"]

Out[10]=

000

,001

,010

,011

,100

,101

,110

,111



Now send another quantum task, for the same circuit defined above, this time using Amazon Braket.

Connect to AWS using your credentials (using Access Key ID, and Secret Access Key), and execute S3:

In[11]:=

s3=ServiceExecute["AWS","GetService",{"Name""S3"}]

Out[11]=

ServiceObject

AWS-S3

Not Connected



Execute Amazon Braket on AWS:

In[12]:=

braket=ServiceExecute["AWS","GetService",{"Name""Braket"}]

Out[12]=

ServiceObject

AWS-Braket

Not Connected



Fetch available devices:

In[13]:=

devices=braket["SearchDevices","Filters"{}]["Devices",All]

Out[13]=

DeviceArn	DeviceName	ProviderName	DeviceType	DeviceStatus	DeviceCapabilities
arn:aws:braket:us-east-1::device/qpu/ionq/Aria-1	Aria 1	IonQ	QPU	OFFLINE	{"service": {"braketSchemaHeader": {"name": "braket.device_schema.device_service_properties", "version": "1"}, "executionWindows": [{"executionDay": "Weekdays", "windowStartHour": "12:00:00", "windowEndHour": "03:00:00"}], "shotsRange": [1, 5000], "deviceCost": {"price": 0.03, "unit": "shot"}, "deviceDocumentation": {"imageUrl": "http://d1.awsstatic.com/re19/Braket/IonQ%20Logo.59ea92b40cff5a2c2e90d9d981b864c2f424c5a8.png", "summary": "Universal gate-model QPU based on trapped ions", "externalDocumentationUrl": "https://ionq.com/quantum-systems/aria"}, "deviceLocation": "Maryland, USA", "updatedAt": "2023-05-16T17:32:23+00:00"}, "action": {"braket.ir.openqasm.program": {"version": ["1"], "actionType": "braket.ir.openqasm.program", "supportedOperations": ["x", "y", "z", "rx", "ry", "rz", "h", "cnot", "s", "si", "t", "ti", "v", "vi", "xx", "yy", "zz", "swap"], "supportedModifiers": [], "supportedPragmas": ["braket_result_type_sample", "braket_result_type_expectation", "braket_result_type_variance", "braket_result_type_probability", "verbatim"], "forbiddenPragmas": ["braket_unitary_matrix", "braket_result_type_state_vector", "braket_result_type_density_matrix", "braket_result_type_amplitude", "braket_result_type_adjoint_gradient"], "maximumQubitArrays": 1, "maximumClassicalArrays": 1, "forbiddenArrayOperations": ["concatenation", "negativeIndex", "range", "rangeWithStep", "slicing", "selection"], "requiresAllQubitsMeasurement": true, "supportPhysicalQubits": true, "requiresContiguousQubitIndices": false, "supportsPartialVerbatimBox": false, "supportsUnassignedMeasurements": true, "disabledQubitRewiringSupported": false, "supportedResultTypes": [{"name": "Sample", "observables": ["x", "y", "z", "h", "i"], "minShots": 1, "maxShots": 10000}, {"name": "Expectation", "observables": ["x", "y", "z", "h", "i"], "minShots": 1, "maxShots": 10000}, {"name": "Variance", "observables": ["x", "y", "z", "h", "i"], "minShots": 1, "maxShots": 10000}, {"name": "Probability", "minShots": 1, "maxShots": 10000}]}}, "deviceParameters": {"title": "IonqDeviceParameters", "description": "This defines the parameters common to all the IonQ devices.", "type": "object", "properties": {"braketSchemaHeader": {"title": "Braketschemaheader", "const": {"name": "braket.device_schema.ionq.ionq_device_parameters", "version": "1"}}, "paradigmParameters": {"$ref": "#/definitions/GateModelParameters"}, "errorMitigation": {"title": "Errormitigation", "type": "array", "items": {"$ref": "#/definitions/ErrorMitigationScheme"}}}, "required": ["paradigmParameters"], "definitions": {"GateModelParameters": {"title": "GateModelParameters", "description": "Defines parameters common to all gate model devices.", "type": "object", "properties": {"braketSchemaHeader": {"title": "Braketschemaheader", "const": {"name": "braket.device_schema.gate_model_parameters", "version": "1"}}, "qubitCount": {"title": "Qubitcount", "minimum": 0, "type": "integer"}, "disableQubitRewiring": {"title": "Disablequbitrewiring", "default": false, "type": "boolean"}}, "required": ["qubitCount"]}, "ErrorMitigationScheme": {"title": "ErrorMitigationScheme", "description": "Base class for an error mitigation scheme.", "type": "object", "properties": {}}}}, "braketSchemaHeader": {"name": "braket.device_schema.ionq.ionq_device_capabilities", "version": "1"}, "paradigm": {"braketSchemaHeader": {"name": "braket.device_schema.gate_model_qpu_paradigm_properties", "version": "1"}, "connectivity": {"fullyConnected": true, "connectivityGraph": {}}, "qubitCount": 25, "nativeGateSet": ["GPI", "GPI2", "MS"]}, "provider": {"braketSchemaHeader": {"name": "braket.device_schema.ionq.ionq_provider_properties", "version": "1"}, "fidelity": {"1Q": {"mean": 0.9995}, "2Q": {"mean": 0.9865}, "spam": {"mean": 0.995}}, "timing": {"T1": 100.0, "T2": 1.0, "1Q": 0.000135, "2Q": 0.0006, "readout": 0.0003, "reset": 2e-05}, "errorMitigation": {"braket.device_schema.error_mitigation.debias.Debias": {"minimumShots": 2500}}}}
arn:aws:braket:us-east-1::device/qpu/quera/Aquila	Aquila	QuEra	QPU	ONLINE	{"service": {"braketSchemaHeader": {"name": "braket.device_schema.device_service_properties", "version": "1"}, "executionWindows": [{"executionDay": "Tuesday", "windowStartHour": "16:00:00", "windowEndHour": "20:00:00"}, {"executionDay": "Wednesday", "windowStartHour": "16:00:00", "windowEndHour": "20:00:00"}, {"executionDay": "Thursday", "windowStartHour": "16:00:00", "windowEndHour": "18:00:00"}], "shotsRange": [1, 1000], "deviceCost": {"price": 0.01, "unit": "shot"}, "deviceDocumentation": {"imageUrl": "https://a.b.cdn.console.awsstatic.com/59534b58c709fc239521ef866db9ea3f1aba73ad3ebcf60c23914ad8c5c5c878/a6cfc6fca26cf1c2e1c6.png", "summary": "Analog quantum processor based on neutral atom arrays", "externalDocumentationUrl": "https://www.quera.com/aquila"}, "deviceLocation": "Boston, USA", "updatedAt": "2023-05-22T16:00:00+00:00"}, "action": {"braket.ir.ahs.program": {"version": ["1"], "actionType": "braket.ir.ahs.program"}}, "deviceParameters": {}, "braketSchemaHeader": {"name": "braket.device_schema.quera.quera_device_capabilities", "version": "1"}, "paradigm": {"braketSchemaHeader": {"name": "braket.device_schema.quera.quera_ahs_paradigm_properties", "version": "1"}, "qubitCount": 256, "lattice": {"area": {"width": 7.5e-05, "height": 7.6e-05}, "geometry": {"spacingRadialMin": 4e-06, "spacingVerticalMin": 4e-06, "positionResolution": 1e-07, "numberSitesMax": 256}}, "rydberg": {"c6Coefficient": 5.42e-24, "rydbergGlobal": {"rabiFrequencyRange": [0.0, 15800000.0], "rabiFrequencyResolution": 400.0, "rabiFrequencySlewRateMax": 250000000000000.0, "detuningRange": [-125000000.0, 125000000.0], "detuningResolution": 0.2, "detuningSlewRateMax": 2500000000000000.0, "phaseRange": [-99.0, 99.0], "phaseResolution": 5e-07, "timeResolution": 1e-09, "timeDeltaMin": 5e-08, "timeMin": 0.0, "timeMax": 4e-06}, "rydbergLocal": {"detuningRange": [0.0, 125000000.0], "detuningSlewRateMax": 1256600000000000.0, "siteCoefficientRange": [0.0, 1.0], "numberLocalDetuningSitesMax": 200, "spacingRadialMin": 5e-06, "timeResolution": 1e-09, "timeDeltaMin": 5e-08}}, "performance": {"lattice": {"positionErrorAbs": 1.47e-07}, "rydberg": {"rydbergGlobal": {"rabiFrequencyErrorRel": 0.02}, "rydbergLocal": {"detuningErrorRms": 0.02, "siteCoefficientErrorRms": 0.1, "errorRateIncoherentBright": 36000.0, "errorRateIncoherentDark": 720.0, "crosstalk": 0.02}}}}}
arn:aws:braket:us-east-1::device/qpu/ionq/Harmony	Harmony	IonQ	QPU	ONLINE	{"service": {"braketSchemaHeader": {"name": "braket.device_schema.device_service_properties", "version": "1"}, "executionWindows": [{"executionDay": "Weekdays", "windowStartHour": "12:00:00", "windowEndHour": "03:00:00"}], "shotsRange": [1, 10000], "deviceCost": {"price": 0.01, "unit": "shot"}, "deviceDocumentation": {"imageUrl": "http://d1.awsstatic.com/re19/Braket/IonQ%20Logo.59ea92b40cff5a2c2e90d9d981b864c2f424c5a8.png", "summary": "Universal gate-model QPU based on trapped ions", "externalDocumentationUrl": "https://ionq.com/quantum-systems/harmony"}, "deviceLocation": "Maryland, USA", "updatedAt": "2023-05-24T11:00:04+00:00"}, "action": {"braket.ir.jaqcd.program": {"version": ["1"], "actionType": "braket.ir.jaqcd.program", "supportedOperations": ["x", "y", "z", "rx", "ry", "rz", "h", "cnot", "s", "si", "t", "ti", "v", "vi", "xx", "yy", "zz", "swap"], "supportedResultTypes": [{"name": "Sample", "observables": ["x", "y", "z", "h", "i"], "minShots": 1, "maxShots": 10000}, {"name": "Expectation", "observables": ["x", "y", "z", "h", "i"], "minShots": 1, "maxShots": 10000}, {"name": "Variance", "observables": ["x", "y", "z", "h", "i"], "minShots": 1, "maxShots": 10000}, {"name": "Probability", "minShots": 1, "maxShots": 10000}], "disabledQubitRewiringSupported": false}, "braket.ir.openqasm.program": {"version": ["1"], "actionType": "braket.ir.openqasm.program", "supportedOperations": ["x", "y", "z", "rx", "ry", "rz", "h", "cnot", "s", "si", "t", "ti", "v", "vi", "xx", "yy", "zz", "swap"], "supportedModifiers": [], "supportedPragmas": ["braket_result_type_sample", "braket_result_type_expectation", "braket_result_type_variance", "braket_result_type_probability", "verbatim"], "forbiddenPragmas": ["braket_unitary_matrix", "braket_result_type_state_vector", "braket_result_type_density_matrix", "braket_result_type_amplitude", "braket_result_type_adjoint_gradient"], "maximumQubitArrays": 1, "maximumClassicalArrays": 1, "forbiddenArrayOperations": ["concatenation", "negativeIndex", "range", "rangeWithStep", "slicing", "selection"], "requiresAllQubitsMeasurement": true, "supportPhysicalQubits": true, "requiresContiguousQubitIndices": false, "supportsPartialVerbatimBox": false, "supportsUnassignedMeasurements": true, "disabledQubitRewiringSupported": false, "supportedResultTypes": [{"name": "Sample", "observables": ["x", "y", "z", "h", "i"], "minShots": 1, "maxShots": 10000}, {"name": "Expectation", "observables": ["x", "y", "z", "h", "i"], "minShots": 1, "maxShots": 10000}, {"name": "Variance", "observables": ["x", "y", "z", "h", "i"], "minShots": 1, "maxShots": 10000}, {"name": "Probability", "minShots": 1, "maxShots": 10000}]}}, "deviceParameters": {"title": "IonqDeviceParameters", "description": "This defines the parameters common to all the IonQ devices.", "type": "object", "properties": {"braketSchemaHeader": {"title": "Braketschemaheader", "const": {"name": "braket.device_schema.ionq.ionq_device_parameters", "version": "1"}}, "paradigmParameters": {"$ref": "#/definitions/GateModelParameters"}}, "required": ["paradigmParameters"], "definitions": {"GateModelParameters": {"title": "GateModelParameters", "description": "Defines parameters common to all gate model devices.", "type": "object", "properties": {"braketSchemaHeader": {"title": "Braketschemaheader", "const": {"name": "braket.device_schema.gate_model_parameters", "version": "1"}}, "qubitCount": {"title": "Qubitcount", "minimum": 0, "type": "integer"}, "disableQubitRewiring": {"title": "Disablequbitrewiring", "default": false, "type": "boolean"}}, "required": ["qubitCount"]}}}, "braketSchemaHeader": {"name": "braket.device_schema.ionq.ionq_device_capabilities", "version": "1"}, "paradigm": {"braketSchemaHeader": {"name": "braket.device_schema.gate_model_qpu_paradigm_properties", "version": "1"}, "connectivity": {"fullyConnected": true, "connectivityGraph": {}}, "qubitCount": 11, "nativeGateSet": ["GPI", "GPI2", "MS"]}, "provider": {"braketSchemaHeader": {"name": "braket.device_schema.ionq.ionq_provider_properties", "version": "1"}, "fidelity": {"1Q": {"mean": 0.999}, "2Q": {"mean": 0.9549}, "spam": {"mean": 0.99752}}, "timing": {"T1": 10000.0, "T2": 0.2, "1Q": 1e-05, "2Q": 0.0002, "readout": 0.00013, "reset": 2e-05}, "errorMitigation": null}}
arn:aws:braket:::device/quantum-simulator/amazon/tn1	TN1	Amazon Braket	SIMULATOR	ONLINE	{"service": {"braketSchemaHeader": {"name": "braket.device_schema.device_service_properties", "version": "1"}, "executionWindows": [{"executionDay": "Everyday", "windowStartHour": "00:00:00", "windowEndHour": "23:59:59"}], "shotsRange": [1, 1000], "deviceCost": {"price": 0.275, "unit": "minute"}, "deviceDocumentation": {"imageUrl": "https://d1.awsstatic.com/about-aws/whats-new/lpm-assets/services/SiteMerch_Qx_Editorial-reInvent.d5a91c3e3fa666a2c33b8a912c21d1cb4ef270fb.png", "summary": "Amazon Braket tensor network simulator", "externalDocumentationUrl": "https://docs.aws.amazon.com/braket/latest/developerguide/braket-devices.html#choose-a-simulator"}, "updatedAt": "2022-06-22T10:18:00"}, "action": {"braket.ir.jaqcd.program": {"version": ["1.0", "1.1"], "actionType": "braket.ir.jaqcd.program", "supportedOperations": ["cnot", "cphaseshift", "cphaseshift00", "cphaseshift01", "cphaseshift10", "cy", "cz", "ecr", "h", "i", "iswap", "pswap", "phaseshift", "rx", "ry", "rz", "s", "si", "swap", "t", "ti", "v", "vi", "x", "xx", "xy", "y", "yy", "z", "zz"], "supportedResultTypes": [{"name": "Sample", "observables": ["x", "y", "z", "h", "i"], "minShots": 1, "maxShots": 1000}, {"name": "Expectation", "observables": ["x", "y", "z", "h", "i"], "minShots": 1, "maxShots": 1000}, {"name": "Variance", "observables": ["x", "y", "z", "h", "i"], "minShots": 1, "maxShots": 1000}]}, "braket.ir.openqasm.program": {"version": ["1.0"], "actionType": "braket.ir.openqasm.program", "supportedOperations": ["cnot", "cphaseshift", "cphaseshift00", "cphaseshift01", "cphaseshift10", "cy", "cz", "ecr", "h", "i", "iswap", "pswap", "phaseshift", "rx", "ry", "rz", "s", "si", "swap", "t", "ti", "v", "vi", "x", "xx", "xy", "y", "yy", "z", "zz"], "supportedPragmas": ["braket_basis_rotation", "braket_result_type_sample", "braket_result_type_expectation", "braket_result_type_variance"], "forbiddenPragmas": ["braket_result_type_state_vector", "braket_result_type_density_matrix", "braket_noise_amplitude_damping", "braket_noise_bit_flip", "braket_noise_depolarizing", "braket_noise_kraus", "braket_noise_pauli_channel", "braket_noise_generalized_amplitude_damping", "braket_noise_phase_flip", "braket_noise_phase_damping", "braket_noise_two_qubit_dephasing", "braket_noise_two_qubit_depolarizing", "braket_unitary_matrix", "braket_result_type_adjoint_gradient"], "maximumQubitArrays": 1, "maximumClassicalArrays": 1, "forbiddenArrayOperations": ["concatenation", "negativeIndex", "range", "rangeWithStep", "slicing", "selection"], "requiresAllQubitsMeasurement": true, "supportPhysicalQubits": false, "requiresContiguousQubitIndices": true, "supportsPartialVerbatimBox": true, "supportsUnassignedMeasurements": true, "disabledQubitRewiringSupported": false, "supportedResultTypes": [{"name": "Sample", "observables": ["x", "y", "z", "h", "i"], "minShots": 1, "maxShots": 1000}, {"name": "Expectation", "observables": ["x", "y", "z", "h", "i"], "minShots": 1, "maxShots": 1000}, {"name": "Variance", "observables": ["x", "y", "z", "h", "i"], "minShots": 1, "maxShots": 1000}]}}, "deviceParameters": {"title": "GateModelSimulatorDeviceParameters", "description": "This defines the parameters common to all the gatemodel devices.\n\nAttributes:\n paradigmParameters: Parameters that are common to gatemodel paradigm\n\nExamples:\n >>> import json\n >>> input_json = {\n ... \"braketSchemaHeader\": {\n ... \"name\": \"braket.device_schema.simulators.gate_model_simulator_device_parameters\",\n ... \"version\": \"1\",\n ... },\n ... \"paradigmParameters\": {\"braketSchemaHeader\": {\n ... \"name\": \"braket.device_schema.gate_model_parameters\",\n ... \"version\": \"1\",\n ... },\"qubitCount\": 1},\n ... }\n >>> GateModelSimulatorDeviceParameters.parse_raw_schema(json.dumps(input_json))", "type": "object", "properties": {"braketSchemaHeader": {"title": "Braketschemaheader", "const": {"name": "braket.device_schema.simulators.gate_model_simulator_device_parameters", "version": "1"}}, "paradigmParameters": {"$ref": "#/definitions/GateModelParameters"}}, "required": ["paradigmParameters"], "definitions": {"GateModelParameters": {"title": "GateModelParameters", "description": "This defines the parameters common to all the gatemodel devices.\n\nAttributes:\n qubitCount: number of qubits for a device\n\nExamples:\n >>> import json\n >>> input_json = {\n ... \"braketSchemaHeader\": {\n ... \"name\": \"braket.device_schema.gate_model_parameters\",\n ... \"version\": \"1\",\n ... },\n ... \"qubitCount\": 1\n ... }\n >>> GateModelParameters.parse_raw_schema(json.dumps(input_json))", "type": "object", "properties": {"braketSchemaHeader": {"title": "Braketschemaheader", "const": {"name": "braket.device_schema.gate_model_parameters", "version": "1"}}, "qubitCount": {"title": "Qubitcount", "exclusiveMinimum": 0, "type": "integer"}}, "required": ["qubitCount"]}}}, "braketSchemaHeader": {"name": "braket.device_schema.simulators.gate_model_simulator_device_capabilities", "version": "1"}, "paradigm": {"braketSchemaHeader": {"name": "braket.device_schema.simulators.gate_model_simulator_paradigm_properties", "version": "1"}, "qubitCount": 50}}
arn:aws:braket:::device/quantum-simulator/amazon/sv1	SV1	Amazon Braket	SIMULATOR	ONLINE	{"service": {"braketSchemaHeader": {"name": "braket.device_schema.device_service_properties", "version": "1"}, "executionWindows": [{"executionDay": "Everyday", "windowStartHour": "00:00:00", "windowEndHour": "23:59:59"}], "shotsRange": [0, 100000], "deviceCost": {"price": 0.075, "unit": "minute"}, "deviceDocumentation": {"imageUrl": "https://d1.awsstatic.com/about-aws/whats-new/lpm-assets/services/SiteMerch_Qx_Editorial-reInvent.d5a91c3e3fa666a2c33b8a912c21d1cb4ef270fb.png", "summary": "Amazon Braket state vector simulator", "externalDocumentationUrl": "https://docs.aws.amazon.com/braket/latest/developerguide/braket-devices.html#choose-a-simulator"}, "updatedAt": "2022-06-22T10:18:00"}, "action": {"braket.ir.jaqcd.program": {"version": ["1.0", "1.1"], "actionType": "braket.ir.jaqcd.program", "supportedOperations": ["ccnot", "cnot", "cphaseshift", "cphaseshift00", "cphaseshift01", "cphaseshift10", "cswap", "cy", "cz", "ecr", "h", "i", "iswap", "pswap", "phaseshift", "rx", "ry", "rz", "s", "si", "swap", "t", "ti", "unitary", "v", "vi", "x", "xx", "xy", "y", "yy", "z", "zz"], "supportedResultTypes": [{"name": "Sample", "observables": ["x", "y", "z", "h", "i", "hermitian"], "minShots": 1, "maxShots": 100000}, {"name": "Expectation", "observables": ["x", "y", "z", "h", "i", "hermitian"], "minShots": 0, "maxShots": 100000}, {"name": "Variance", "observables": ["x", "y", "z", "h", "i", "hermitian"], "minShots": 0, "maxShots": 100000}, {"name": "Probability", "minShots": 1, "maxShots": 100000}, {"name": "Amplitude", "minShots": 0, "maxShots": 0}]}, "braket.ir.openqasm.program": {"version": ["1.0"], "actionType": "braket.ir.openqasm.program", "supportedOperations": ["ccnot", "cnot", "cphaseshift", "cphaseshift00", "cphaseshift01", "cphaseshift10", "cswap", "cy", "cz", "ecr", "h", "i", "iswap", "pswap", "phaseshift", "rx", "ry", "rz", "s", "si", "swap", "t", "ti", "v", "vi", "x", "xx", "xy", "y", "yy", "z", "zz", "gpi", "gpi2", "ms"], "supportedPragmas": ["braket_unitary_matrix", "braket_basis_rotation", "braket_result_type_sample", "braket_result_type_expectation", "braket_result_type_variance", "braket_result_type_probability", "braket_result_type_amplitude", "braket_result_type_adjoint_gradient"], "forbiddenPragmas": ["braket_result_type_state_vector", "braket_result_type_density_matrix", "braket_noise_amplitude_damping", "braket_noise_bit_flip", "braket_noise_depolarizing", "braket_noise_kraus", "braket_noise_pauli_channel", "braket_noise_generalized_amplitude_damping", "braket_noise_phase_flip", "braket_noise_phase_damping", "braket_noise_two_qubit_dephasing", "braket_noise_two_qubit_depolarizing"], "maximumQubitArrays": 1, "maximumClassicalArrays": 1, "forbiddenArrayOperations": ["concatenation", "negativeIndex", "range", "rangeWithStep", "slicing", "selection"], "requiresAllQubitsMeasurement": true, "supportPhysicalQubits": false, "requiresContiguousQubitIndices": true, "supportsPartialVerbatimBox": true, "supportsUnassignedMeasurements": true, "disabledQubitRewiringSupported": false, "supportedResultTypes": [{"name": "Sample", "observables": ["x", "y", "z", "h", "i", "hermitian"], "minShots": 1, "maxShots": 100000}, {"name": "Expectation", "observables": ["x", "y", "z", "h", "i", "hermitian"], "minShots": 0, "maxShots": 100000}, {"name": "Variance", "observables": ["x", "y", "z", "h", "i", "hermitian"], "minShots": 0, "maxShots": 100000}, {"name": "Probability", "minShots": 1, "maxShots": 100000}, {"name": "Amplitude", "minShots": 0, "maxShots": 0}, {"name": "AdjointGradient", "observables": ["x", "y", "z", "h", "i"], "minShots": 0, "maxShots": 0}]}}, "deviceParameters": {"title": "GateModelSimulatorDeviceParameters", "description": "This defines the parameters common to all the gatemodel devices.\n\nAttributes:\n paradigmParameters: Parameters that are common to gatemodel paradigm\n\nExamples:\n >>> import json\n >>> input_json = {\n ... \"braketSchemaHeader\": {\n ... \"name\": \"braket.device_schema.simulators.gate_model_simulator_device_parameters\",\n ... \"version\": \"1\",\n ... },\n ... \"paradigmParameters\": {\"braketSchemaHeader\": {\n ... \"name\": \"braket.device_schema.gate_model_parameters\",\n ... \"version\": \"1\",\n ... },\"qubitCount\": 1},\n ... }\n >>> GateModelSimulatorDeviceParameters.parse_raw_schema(json.dumps(input_json))", "type": "object", "properties": {"braketSchemaHeader": {"title": "Braketschemaheader", "const": {"name": "braket.device_schema.simulators.gate_model_simulator_device_parameters", "version": "1"}}, "paradigmParameters": {"$ref": "#/definitions/GateModelParameters"}}, "required": ["paradigmParameters"], "definitions": {"GateModelParameters": {"title": "GateModelParameters", "description": "This defines the parameters common to all the gatemodel devices.\n\nAttributes:\n qubitCount: number of qubits for a device\n\nExamples:\n >>> import json\n >>> input_json = {\n ... \"braketSchemaHeader\": {\n ... \"name\": \"braket.device_schema.gate_model_parameters\",\n ... \"version\": \"1\",\n ... },\n ... \"qubitCount\": 1\n ... }\n >>> GateModelParameters.parse_raw_schema(json.dumps(input_json))", "type": "object", "properties": {"braketSchemaHeader": {"title": "Braketschemaheader", "const": {"name": "braket.device_schema.gate_model_parameters", "version": "1"}}, "qubitCount": {"title": "Qubitcount", "exclusiveMinimum": 0, "type": "integer"}}, "required": ["qubitCount"]}}}, "braketSchemaHeader": {"name": "braket.device_schema.simulators.gate_model_simulator_device_capabilities", "version": "1"}, "paradigm": {"braketSchemaHeader": {"name": "braket.device_schema.simulators.gate_model_simulator_paradigm_properties", "version": "1"}, "qubitCount": 34}}
arn:aws:braket:us-east-1::device/qpu/xanadu/Borealis	Borealis	Xanadu	QPU	ONLINE	{"service": {"braketSchemaHeader": {"name": "braket.device_schema.device_service_properties", "version": "1"}, "executionWindows": [{"executionDay": "Weekdays", "windowStartHour": "15:00:00", "windowEndHour": "17:00:00"}], "shotsRange": [1, 1000000], "deviceCost": {"price": 0.0002, "unit": "shot"}, "deviceDocumentation": {"imageUrl": "https://d1.awsstatic.com/re19/Braket/xanadu.48c14affd35d042cd2ad42be220bf1dcdeed2f7f.png", "summary": "Gaussian Boson Sampling on a programmable photonic processor", "externalDocumentationUrl": "https://xanadu.ai/products/borealis"}, "deviceLocation": "Ontario, Canada", "updatedAt": "2023-05-24T17:42:52.674561+00:00"}, "action": {"braket.ir.blackbird.program": {"version": ["1"], "actionType": "braket.ir.blackbird.program", "supportedOperations": ["s", "r0", "r1", "r2", "bs0", "bs1", "bs2", "loop0_phase", "loop1_phase", "loop2_phase"], "supportedResultTypes": []}}, "deviceParameters": {"braketSchemaHeader": {"name": "braket.device_schema.xanadu.xanadu_device_parameters", "version": "1"}}, "braketSchemaHeader": {"name": "braket.device_schema.xanadu.xanadu_device_capabilities", "version": "1"}, "paradigm": {"braketSchemaHeader": {"name": "braket.device_schema.continuous_variable_qpu_paradigm_properties", "version": "1"}, "modes": {"spatial": 1.0, "concurrent": 44.0, "temporal_max": 331.0}, "layout": "name template_borealis\nversion 1.0\ntarget borealis (shots=1)\ntype tdm (temporal_modes=331, copies=1)\n\nfloat array p0[1, 331] =\n {s}\nfloat array p1[1, 331] =\n {r0}\nfloat array p2[1, 331] =\n {bs0}\nfloat array p3[1, 331] =\n {loop0_phase}\nfloat array p4[1, 331] =\n {r1}\nfloat array p5[1, 331] =\n {bs1}\nfloat array p6[1, 331] =\n {loop1_phase}\nfloat array p7[1, 331] =\n {r2}\nfloat array p8[1, 331] =\n {bs2}\nfloat array p9[1, 331] =\n {loop2_phase}\n\nSgate({s}, 0.0) \| 43\nRgate({r0}) \| 43\nBSgate({bs0}, 1.5707963267948966) \| [42, 43]\nRgate({loop0_phase}) \| 43\nRgate({r1}) \| 42\nBSgate({bs1}, 1.5707963267948966) \| [36, 42]\nRgate({loop1_phase}) \| 42\nRgate({r2}) \| 36\nBSgate({bs2}, 1.5707963267948966) \| [0, 36]\nRgate({loop2_phase}) \| 36\nMeasureFock() \| 0", "compiler": ["borealis"], "supportedLanguages": ["blackbird:1.0"], "compilerDefault": "borealis", "nativeGateSet": ["s", "r0", "r1", "r2", "bs0", "bs1", "bs2", "loop0_phase", "loop1_phase", "loop2_phase"], "gateParameters": {"s": [[0.0, 2.0]], "r0": [[-1.5707963267948966, 1.5707963267948966]], "r1": [[-1.5707963267948966, 1.5707963267948966]], "r2": [[-1.5707963267948966, 1.5707963267948966]], "bs0": [[0.0, 1.5707963267948966]], "bs1": [[0.0, 1.5707963267948966]], "bs2": [[0.0, 1.5707963267948966]], "loop0_phase": [[-3.141592653589793, 3.141592653589793]], "loop1_phase": [[-3.141592653589793, 3.141592653589793]], "loop2_phase": [[-3.141592653589793, 3.141592653589793]]}, "target": "borealis"}, "provider": {"braketSchemaHeader": {"name": "braket.device_schema.xanadu.xanadu_provider_properties", "version": "1"}, "loopPhases": [1.313, 0.07, 1.976], "schmidtNumber": 1.151, "commonEfficiency": 0.369, "squeezingParametersMean": {"low": 0.708, "high": 1.173, "medium": 0.989}, "relativeChannelEfficiencies": [0.927, 0.939, 0.917, 1.0, 0.968, 0.922, 0.896, 0.97, 0.955, 0.954, 0.97, 0.999, 0.952, 0.968, 0.95, 0.902], "loopEfficiencies": [0.878, 0.882, 0.794]}}
arn:aws:braket:::device/quantum-simulator/amazon/dm1	dm1	Amazon Braket	SIMULATOR	ONLINE	{"service": {"braketSchemaHeader": {"name": "braket.device_schema.device_service_properties", "version": "1"}, "executionWindows": [{"executionDay": "Everyday", "windowStartHour": "00:00:00", "windowEndHour": "23:59:59"}], "shotsRange": [0, 100000], "deviceCost": {"price": 0.075, "unit": "minute"}, "deviceDocumentation": {"imageUrl": "https://d1.awsstatic.com/about-aws/whats-new/lpm-assets/services/SiteMerch_Qx_Editorial-reInvent.d5a91c3e3fa666a2c33b8a912c21d1cb4ef270fb.png", "summary": "Amazon Braket density matrix simulator", "externalDocumentationUrl": "https://docs.aws.amazon.com/braket/latest/developerguide/braket-devices.html#choose-a-simulator"}, "updatedAt": "2022-06-22T10:18:00"}, "action": {"braket.ir.jaqcd.program": {"version": ["1.0", "1.1"], "actionType": "braket.ir.jaqcd.program", "supportedOperations": ["amplitude_damping", "bit_flip", "ccnot", "cnot", "cphaseshift", "cphaseshift00", "cphaseshift01", "cphaseshift10", "cswap", "cy", "cz", "depolarizing", "ecr", "pauli_channel", "generalized_amplitude_damping", "h", "i", "iswap", "kraus", "phase_flip", "phase_damping", "phaseshift", "pswap", "rx", "ry", "rz", "s", "si", "swap", "t", "ti", "two_qubit_dephasing", "two_qubit_depolarizing", "unitary", "v", "vi", "x", "xx", "xy", "y", "yy", "z", "zz"], "supportedResultTypes": [{"name": "Sample", "observables": ["x", "y", "z", "h", "i", "hermitian"], "minShots": 1, "maxShots": 100000}, {"name": "Expectation", "observables": ["x", "y", "z", "h", "i", "hermitian"], "minShots": 0, "maxShots": 100000}, {"name": "Variance", "observables": ["x", "y", "z", "h", "i", "hermitian"], "minShots": 0, "maxShots": 100000}, {"name": "DensityMatrix", "minShots": 0, "maxShots": 0}, {"name": "Probability", "minShots": 1, "maxShots": 100000}]}, "braket.ir.openqasm.program": {"version": ["1.0"], "actionType": "braket.ir.openqasm.program", "supportedOperations": ["ccnot", "cnot", "cphaseshift", "cphaseshift00", "cphaseshift01", "cphaseshift10", "cswap", "cy", "cz", "ecr", "h", "i", "iswap", "phaseshift", "pswap", "rx", "ry", "rz", "s", "si", "swap", "t", "ti", "v", "vi", "x", "xx", "xy", "y", "yy", "z", "zz", "gpi", "gpi2", "ms"], "supportedPragmas": ["braket_noise_bit_flip", "braket_noise_depolarizing", "braket_noise_kraus", "braket_noise_pauli_channel", "braket_noise_generalized_amplitude_damping", "braket_noise_amplitude_damping", "braket_noise_phase_flip", "braket_noise_phase_damping", "braket_noise_two_qubit_dephasing", "braket_noise_two_qubit_depolarizing", "braket_unitary_matrix", "braket_result_type_sample", "braket_result_type_expectation", "braket_result_type_variance", "braket_result_type_probability", "braket_result_type_density_matrix"], "forbiddenPragmas": ["braket_result_type_state_vector", "braket_result_type_adjoint_gradient"], "maximumQubitArrays": 1, "maximumClassicalArrays": 1, "forbiddenArrayOperations": ["concatenation", "negativeIndex", "range", "rangeWithStep", "slicing", "selection"], "requiresAllQubitsMeasurement": true, "supportPhysicalQubits": false, "requiresContiguousQubitIndices": true, "supportsPartialVerbatimBox": true, "supportsUnassignedMeasurements": true, "disabledQubitRewiringSupported": false, "supportedResultTypes": [{"name": "Sample", "observables": ["x", "y", "z", "h", "i", "hermitian"], "minShots": 1, "maxShots": 100000}, {"name": "Expectation", "observables": ["x", "y", "z", "h", "i", "hermitian"], "minShots": 0, "maxShots": 100000}, {"name": "Variance", "observables": ["x", "y", "z", "h", "i", "hermitian"], "minShots": 0, "maxShots": 100000}, {"name": "DensityMatrix", "minShots": 0, "maxShots": 0}, {"name": "Probability", "minShots": 1, "maxShots": 100000}]}}, "deviceParameters": {"title": "GateModelSimulatorDeviceParameters", "description": "This defines the parameters common to all the gatemodel devices.\n\nAttributes:\n paradigmParameters: Parameters that are common to gatemodel paradigm\n\nExamples:\n >>> import json\n >>> input_json = {\n ... \"braketSchemaHeader\": {\n ... \"name\": \"braket.device_schema.simulators.gate_model_simulator_device_parameters\",\n ... \"version\": \"1\",\n ... },\n ... \"paradigmParameters\": {\"braketSchemaHeader\": {\n ... \"name\": \"braket.device_schema.gate_model_parameters\",\n ... \"version\": \"1\",\n ... },\"qubitCount\": 1},\n ... }\n >>> GateModelSimulatorDeviceParameters.parse_raw_schema(json.dumps(input_json))", "type": "object", "properties": {"braketSchemaHeader": {"title": "Braketschemaheader", "const": {"name": "braket.device_schema.simulators.gate_model_simulator_device_parameters", "version": "1"}}, "paradigmParameters": {"$ref": "#/definitions/GateModelParameters"}}, "required": ["paradigmParameters"], "definitions": {"GateModelParameters": {"title": "GateModelParameters", "description": "This defines the parameters common to all the gatemodel devices.\n\nAttributes:\n qubitCount: number of qubits for a device\n\nExamples:\n >>> import json\n >>> input_json = {\n ... \"braketSchemaHeader\": {\n ... \"name\": \"braket.device_schema.gate_model_parameters\",\n ... \"version\": \"1\",\n ... },\n ... \"qubitCount\": 1\n ... }\n >>> GateModelParameters.parse_raw_schema(json.dumps(input_json))", "type": "object", "properties": {"braketSchemaHeader": {"title": "Braketschemaheader", "const": {"name": "braket.device_schema.gate_model_parameters", "version": "1"}}, "qubitCount": {"title": "Qubitcount", "exclusiveMinimum": 0, "type": "integer"}}, "required": ["qubitCount"]}}}, "braketSchemaHeader": {"name": "braket.device_schema.simulators.gate_model_simulator_device_capabilities", "version": "1"}, "paradigm": {"braketSchemaHeader": {"name": "braket.device_schema.simulators.gate_model_simulator_paradigm_properties", "version": "1"}, "qubitCount": 17}}

Pick IonQ Harmony as a QPU:

In[14]:=

ionq=devices[3,MapAt[ImportString[#,"RawJSON"]&,"DeviceCapabilities"]]

Out[14]=

DeviceArn	arn:aws:braket:us-east-1::device/qpu/ionq/Harmony
DeviceName	Harmony
ProviderName	IonQ
DeviceType	QPU
DeviceStatus	ONLINE
DeviceCapabilities	 … 6 

Transform the quantum circuit into Qiskit and find its QASM using AWSProvider for IonQ Harmony:

In[15]:=

qasm=qc["Qiskit"]["QASM","Provider""AWSBraket","Backend""Harmony"]

Out[15]=

OPENQASM 3.0;qubit[3] q;h q[0];h q[1];h q[1];cnot q[0], q[1];h q[0];h q[1];h q[2];h q[2];cnot q[1], q[2];rz(1.0471975511965976) q[1];h q[1];h q[2];rz(2.0943951023931953) q[2];h q[2];#pragma braket result probability q[2], q[0]#pragma braket result probability q[1]#pragma braket result probability q[0], q[2]

Send a quantum task to IonQ Harmony:

Check the status of the task:

Find the output directory on S3:

Get the results:

Make sure zero probabilities are also included:

Visualize results:

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Contributed by: Wolfram Research, Quantum Computation Framework Team

Wolfram Language Example Repository

Send Queries to Quantum Processing Units

See Also

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