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name: Publish Cheat Sheet | ||
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on: | ||
push: | ||
branches: | ||
- main | ||
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# Allows you to run this workflow manually from the Actions tab | ||
workflow_dispatch: | ||
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# Sets permissions of the GITHUB_TOKEN to allow deployment to GitHub Pages | ||
permissions: | ||
contents: read | ||
pages: write | ||
id-token: write | ||
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# Allow only one concurrent deployment, skipping runs queued between the run in-progress and latest queued. | ||
# However, do NOT cancel in-progress runs as we want to allow these production deployments to complete. | ||
concurrency: | ||
group: "pages" | ||
cancel-in-progress: false | ||
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jobs: | ||
build: | ||
runs-on: ubuntu-latest | ||
steps: | ||
- name: Checkout | ||
uses: actions/checkout@v4 | ||
- name: Setup Pages | ||
uses: actions/configure-pages@v5 | ||
- name: Build with Jekyll | ||
uses: actions/jekyll-build-pages@v1 | ||
with: | ||
source: ./doc/cheat_sheet | ||
destination: ./_site | ||
- name: Upload artifact | ||
uses: actions/upload-pages-artifact@v3 | ||
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deploy: | ||
environment: | ||
name: github-pages | ||
url: ${{ steps.deployment.outputs.page_url }} | ||
runs-on: ubuntu-latest | ||
needs: build | ||
steps: | ||
- name: Deploy to GitHub Pages | ||
id: deployment | ||
uses: actions/deploy-pages@v4 |
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MIT License | ||
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Original (Julia cheat sheet) Copyright (c) 2015 Ian Hellström | ||
Original (Julia cheat sheet) Copyright (c) 2016 Harris Brakmic | ||
Modifications (Braket cheat sheet) Copyright 2024 Amazon.com, Inc. or its affiliates. All Rights Reserved. | ||
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Permission is hereby granted, free of charge, to any person obtaining a copy | ||
of this software and associated documentation files (the "Software"), to deal | ||
in the Software without restriction, including without limitation the rights | ||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
copies of the Software, and to permit persons to whom the Software is | ||
furnished to do so, subject to the following conditions: | ||
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The above copyright notice and this permission notice shall be included in all | ||
copies or substantial portions of the Software. | ||
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
SOFTWARE. |
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# Translation Guide | ||
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TL;DR: | ||
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- See `_config.yml`, `index.br.html` and `_includes/` | ||
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The translation of this cheat-sheet requires the followings steps: | ||
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- Choose a tag for your language, such as `en` for English or `fr` for French; | ||
- On [`_config.yml`](_config.yml), add your tag and translate the given phrases; | ||
- Copy `index.html` to `index.TAG.html`, where TAG is your tag; | ||
- Modify `index.TAG.html`, changing `lang: TAG` and `permalink: /TAG/`; | ||
- Copy the folder `_includes/en/` to `_includes/TAG/`, i.e., create a folder `TAG` | ||
inside `_includes` with a copy of all the `.md` files; **don't change the .md names**; | ||
- On file `_data/blocks.yml`, add a ` TAG: translated title` line for each title; | ||
- Translate each block in `_includes/TAG`. | ||
|
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domain: amazon-braket.github.io | ||
title: The Fast Track to Amazon Braket | ||
description: "The Fast Track to Amazon Braket - Braket Cheat Sheet" | ||
github_username: amazon-braket | ||
markdown: kramdown | ||
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t: | ||
en: | ||
name: "English" | ||
fast-track: "The Fast Track to Amazon Braket" | ||
github-1: "This page's source is" | ||
github-2: "located here" | ||
github-3: "Pull requests are welcome!" | ||
github-4: "This cheat sheet is inspired by" | ||
translate: "Help translate!" # Not used for `en` | ||
fr: | ||
name: "Français" | ||
fast-track: "Aide-mémoire" | ||
github-1: "Les sources de cette page sont" | ||
github-2: "disponibles ici" | ||
github-3: "Pull Requests bienvenues !" | ||
github-4: "Cet aide-memoire est inspiré de" | ||
translate: "Aidez à traduire !" # Not used for `en` |
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- file: What-is.md | ||
title: What is…? | ||
fr: De quoi s'agit-il ? | ||
- file: Circuits.md | ||
title: Circuits | ||
fr: Circuits | ||
- file: FreeParameters.md | ||
title: FreeParameters | ||
fr: Paramètres libres | ||
- file: Tasks.md | ||
title: Tasks | ||
fr: Tâches | ||
- file: Results.md | ||
title: Results | ||
- file: Device.md | ||
title: Device | ||
- file: DeviceProperties.md | ||
title: Device Properties | ||
- file: Pricing.md | ||
title: Pricing | ||
- file: HybridJobs.md | ||
title: Hybrid Jobs | ||
fr: Tâches | ||
- file: Simulators.md | ||
title: Simulators | ||
- file: NoiseSimulation.md | ||
title: Noise Simulation | ||
- file: LLDC.md | ||
title: Low-Level Device Control | ||
- file: AHS.md | ||
title: Analog Hamiltonian Simulation | ||
- file: ErrorMitigation.md | ||
title: Error Mitigation | ||
- file: Console.md | ||
title: Console | ||
- file: APICalls.md | ||
title: API Calls | ||
- file: QiskitProvider.md | ||
title: Qiskit Provider | ||
- file: Resources.md | ||
title: Resources |
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<div id="contents"> | ||
<ul> | ||
<li> | ||
{% for block in site.data.blocks %} | ||
<div class="box"> | ||
<div class="title"> | ||
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{% if page.lang == "en" %} | ||
<h1>{{ block.title }}</h1> | ||
{% elsif block[page.lang] %} | ||
<h1>{{ block[page.lang] }}</h1> | ||
{% else %} | ||
<h1>{{ block.title }} <small>({{ site.t[page.lang].translate }})</small> </h1> | ||
{% endif %} | ||
</div> | ||
{% capture this_block %}{% include {{page.lang}}/{{ block.file }} %}{% endcapture %} | ||
{{ this_block | markdownify }} | ||
</div> | ||
{% endfor %} | ||
</li> | ||
</ul> | ||
</div> |
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| Imports | `from braket.ahs import AtomArrangement, DrivingField, AnalogHamiltonianSimulation` | | ||
| Atom arrangement | `register = AtomArrangement()` | | ||
| Add an atom by coordinates (in meters) | `register.add((5.7e-6, 5.7e-6))` | | ||
| Get coordinates | `register.coordinate_list(axis)` | | ||
| Create a driving field | `DrivingField(amplitude, phase, detuning)` | | ||
| Create an AHS program | `ahs_program = AnalogHamiltonianSimulation(register, drive)` | | ||
| Run an AHS program | `device.run(ahs_program)` | |
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| Cancel a Braket hybrid job | CancelJob | | ||
| Cancel the specified task | CancelQuantumTask | | ||
| Create a Braket hybrid job | CreateJob | | ||
| Create a quantum task | CreateQuantumTask | | ||
| Retrieve the devices available in Braket | GetDevice | | ||
| Retrieve the specified Braket hybrid job | GetJob | | ||
| Retrieve the specified quantum task | GetQuantumTask | | ||
| Show the tags associated with this resource | ListTagsForResource | | ||
| Search for devices using the specified filters | SearchDevices | | ||
| Search for Braket hybrid jobs that match the specified filter values | SearchJobs | | ||
| Search for tasks that match the specified filter values | SearchQuantumTasks | | ||
| Add a tag to the specified resource | TagResource | | ||
| Remove tags from a resource | UntagResource | |
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| Imports | `from braket.circuits import Circuit, Gate, Instruction`<br>`from braket.circuits.observables import X` | | ||
| Create a circuit | `circuit = Circuit()` | | ||
| Add gates | `circuit.x(0).rx(1, 1.23).cnot(0, 1)` | | ||
| Get the list of available gates | `[attr for attr in dir(Gate) if attr[0].isupper()]` | | ||
| Apply a unitary matrix | `circuit.unitary(matrix, [0])` | | ||
| Get the circuit unitary | `circuit.to_unitary()` | | ||
| Add a result type | `circuit.probability(0)`<br>`circuit.expectation(0.5 * X() @ X(), target=[0, 1])` | | ||
| List of the available result types | adjoint_gradient, amplitude, density_matrix, expectation, probability, sample, state_vector, variance | | ||
| Add a verbatim box | `circuit.add_verbatim_box(circuit2)` | | ||
| Gate modifiers | `circuit.x(0, control=[1, 2], control_state=[0, 1], power=-0.5)` | | ||
| Draw a circuit | `print(circuit)` | | ||
| Import from OpenQASM3 | `Circuit.from_ir(source=qasm_str)` | | ||
| Export to OpenQASM3 | `Circuit.to_ir("OPENQASM")` | | ||
| Create an instruction | `inst = Instruction(Gate.CPhaseShift(1.23), target=[0, 1])` | | ||
| Add an instruction | `circuit.add(inst)` | |
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The console is a web interface where you can find important up-to-date information about the Braket service and the available devices. | ||
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| Device tab | Device summary<br>Connectivity | | ||
| Notebook | Jupyter hub | | ||
| Braket Direct | Device reservation<br>Office hours | |
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| Imports | `from braket.aws import AwsDevice`<br>`from braket.devices import Devices` | | ||
| Instantiate a device | `AwsDevice("<deviceARN>")` | | ||
| Device alias (use in place of string ARN) | `Devices.Rigetti.AspenM3` | | ||
| Queue depth | `device.queue_depth()` | | ||
| Gate pulse implementation | `device.gate_calibrations` | |
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| Connectivity graph| `device.properties.paradigm.connectivity` | | ||
| Fidelities dictionary| `device.properties.provider.specs` | | ||
| Native gate set| `device.properties.paradigm.nativeGateSet` | | ||
| Cost and availability| `device.properties.service` | | ||
| Pulse properties| `device.properties.pulse` | | ||
| Actions properties| `action_properties = device.properties.action['braket.ir.openqasm.program']` | | ||
| Supported gates| `action_properties.supportedOperations` | |
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| Debias | `device.run(circuit, shots=2500, device_parameters={"errorMitigation": Debias()})` | | ||
| Sharpening (if debiasing used) | `result.additional_metadata.ionqMetadata.sharpenedProbabilities` | |
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| Imports | `from braket.circuits import FreeParameter` | | ||
| Create a free parameter | `alpha = FreeParameter(“alpha”)` | | ||
| Use a free Parameter | `circuit.rx(0, alpha)`| | ||
| Free parameter algebra | `beta = 2 * alpha + 1`| | ||
| Bind a value | `circuit.make_bound_circuit({“alpha”: 0.1})`| | ||
| Get the list of unbound FreeParameters| `circuit.parameters`| | ||
| Inline compilation| `device.run(circuit, inputs={“alpha”: 0.1})`| |
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| Imports | `from braket.aws import AwsQuantumJob` | | ||
| Create a job | `job = AwsQuantumJob.create(arn, source_module="algorithm_script.py", entry_point="algorithm_script:start_here", wait_until_complete=True)` | | ||
| Queue position | `job.queue_position()` | | ||
| Job decorator | `@hybrid_job(device=None, local=True)` | | ||
| Records Braket Hybrid Job metrics | `log_metric(metric_name, value, iteration_number)` | |
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| Imports | `from braket.pulse import PulseSequence, Frame`<br>`from braket.pulse.waveforms import *` | | ||
| Create a new pulse sequence | `pulse_sequence = PulseSequence()` | | ||
| Predefined ports | `device.ports` | | ||
| Predefined frames | `device.frames` | | ||
| Create a frame | `Frame(port, frequency[, phase])` | | ||
| Predefined waveforms | `ConstantWaveform(length, iq)`<br>`GaussianWaveform(length, width, amplitude, zero_at_edges)`<br>`DragGaussianWaveform(length, width, amplitude, beta, zero_at_edges)` | | ||
| Play a waveform | `pulse_sequence.play(frame, waveform)` | | ||
| Add a delay | `pulse_sequence.delay(frame, delay)` | | ||
| Set frequency | `pulse_sequence.set_frequency(frame, frequency)` | | ||
| Shift frequency | `pulse_sequence.shift_frequency(frame, detuning)` | | ||
| Set phase | `pulse_sequence.set_phase(frame, phase)` | | ||
| Shift phase | `pulse_sequence.shift_phase(frame, phi)` | | ||
| Get the time series | `pulse_sequence.to_time_traces()` | |
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| Imports | `from braket.circuits import Noise` | | ||
| Depolarizing noise | `circuit.depolarizing(0, 0.1)` | | ||
| Apply a Kraus operator | `circuit.kraus([0,2], [E0, E1])` | | ||
| Phase dampling channel | `noise = Noise.PhaseDamping(0.1)` | | ||
| Apply a noise channel | `circuit.apply_gate_noise(noise, Gate.X)` | |
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| Imports | `from braket.tracking import Tracker` | | ||
| Start the cost tracker | `tracker=Tracker().start()` | | ||
| Print costs | `tracker.qpu_tasks_cost()`<br>`tracker.simulator_tasks_cost()` | | ||
| Cost summary | `tracker.quantum_tasks_statistics()` | |
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| Imports | `from qiskit_braket_provider import AWSBraketProvider` | | ||
| Instantiate a provider | `provider = AWSBraketProvider()` | | ||
| Instantiate a backend | `provider.get_backend(name)` | |
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- [Amazon Braket](https://aws.amazon.com/braket/) | ||
- [Official documentation](https://docs.aws.amazon.com/braket/) | ||
- [AWS Quantum blog](https://aws.amazon.com/blogs/quantum-computing/) | ||
- [Braket Python SDK source](https://github.com/amazon-braket/amazon-braket-sdk-python) | ||
- [Default simulator source](https://github.com/amazon-braket/amazon-braket-default-simulator-python) | ||
- [Notebook examples](https://github.com/amazon-braket/amazon-braket-examples) | ||
- [Algorithm library](https://github.com/amazon-braket/amazon-braket-algorithm-library/tree/main) | ||
- [Pennylane plugin](https://github.com/amazon-braket/amazon-braket-pennylane-plugin-python) | ||
- [Qiskit-Braket plugin](https://github.com/qiskit-community/qiskit-braket-provider) | ||
- [Braket Julia SDK](https://github.com/amazon-braket/Braket.jl) |
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| Retrieve results | `result = task.results()` | | ||
| Get measurement counts | `result.measurement_counts` | | ||
| Get measured qubits | `result.measured_qubits` | | ||
| Get compiled circuit | `result.get_compiled_circuit()` | |
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| Imports | `from braket.devices import LocalSimulator` | | ||
| Instantiate the local simulator | `local_sim = LocalSimulator()` | |
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| Imports | `from braket.aws import AwsSession, AwsQuantumTask` | | ||
| Create a quantum task by executing a circuit | `task = device.run(circuit)` | | ||
| disable qubit rewiring| `device.run(circuit, disable_qubit_rewiring=True)` | | ||
| Instantiate an AwsSession| `session = AwsSession(...)` | | ||
| Recreate a quantum task| `task = AwsQuantumTask(arn[, aws_session])` | | ||
| Queue position| `task.queue_position()` | |
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[Amazon Braket](https://aws.amazon.com/braket/) is a fully managed AWS service that helps researchers, scientists, and developers get started with quantum computing. <a class="tooltip" href="#">Quantum computing<span> My tooltip</span></a> has the potential to solve some computational problems that are beyond the reach of classical computers because it harnesses the laws of quantum mechanics to process information in new ways. |
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| | | | ||
| -------------------- | ----------------------------------------------------- | | ||
| Atom arrangement | register = AtomArrangement() | | ||
| Add an atom | register.add((5.7e-6, 5.7e-6)) | | ||
| Get coordinates | register.coordinate_list(axis) | | ||
| Create a driving field | DrivingField(amplitude, phase, detuning) | | ||
| Create an AHS program | ahs_program = AnalogHamiltonianSimulation(register, drive) | | ||
| Run an AHS program | device.run(ahs_program) | |
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| | | | ||
| -------------------- | ----------------------------------------------------- | |
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| | | | ||
| -------------------- | ----------------------------------------------------- | | ||
| Assignment | `answer = 42`<br>`x, y, z = 1, [1:10; ], "A string"`<br>`x, y = y, x # swap x and y` | | ||
| Constant declaration | `const DATE_OF_BIRTH = 2012` | | ||
| End-of-line comment | `i = 1 # This is a comment` | | ||
| Delimited comment | `#= This is another comment =#` | | ||
| Chaining | `x = y = z = 1 # right-to-left`<br>`0 < x < 3 # true`<br>`5 < x != y < 5 # false` | | ||
| Function definition | `function add_one(i)`<br>` return i + 1`<br>`end` | | ||
| Insert LaTeX symbols | `\delta` + [Tab] | |
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| | | | ||
| --------------------------------- | ------------------------------------------- | | ||
| Create a circuit | `circuit = Circuit()` | | ||
| Add gates | `circuit.x(0).cnot(0, 1)` | | ||
| Apply a unitary matrix | `circuit.unitary(matrix, [0])` | | ||
| Add a result type | `circuit.probability(0)` | | ||
| Add a verbatim box | `circuit.add_verbatim_box(circuit2)` | | ||
| Gate modifiers | `circuit.x(0, control=1, neg_control=2)` | | ||
| Plot a circuit | `print(circuit)` | | ||
| Observables | | | ||
| Import from OpenQASM3 | `Circuit.from_ir(source)` | |
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| | | | ||
| -------------------- | ----------------------------------------------------- | |
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| | | | ||
| -------------------- | ----------------------------------------------------- | | ||
| Instantiate a device| AwsDevice(arn)| | ||
| Queue depth| device.queue_depth()| | ||
| Device helper objects| Devices.Rigetti.Aspen-M3| | ||
| Gate pulse implementation| device.gate_calibrations| |
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| | | | ||
| -------------------- | ----------------------------------------------------- | | ||
| Connectivity graph| device.properties.paradigm.connectivity| | ||
| Fidelities dictionary| device.properties.provider.specs| | ||
| Native gate set| device.properties.paradigm.nativeGateSet| | ||
| Cost and availability| device.properties.service| | ||
| Pulse properties| device.properties.pulse| | ||
| Actions properties| action_properties = device.properties.action['braket.ir.openqasm.program']| | ||
| Supported gates| action_properties.supportedOperations| |
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| -------------------- | ----------------------------------------------------- | | ||
| Debias | task = device.run(circuit, device_parameters={"errorMitigation": Debias()}) | | ||
| Sharpening | result.additional_metadata.ionqMetadata.sharpenedProbabilities | |
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| -------------------- | ----------------------------------------------------- | | ||
| Create a FreeParameter | `alpha=FreeParameter(“alpha”)` | | ||
| Use FreeParameters | `circuit.rx(0, alpha+1)`| | ||
| Bind a FreeParameter()| `circuit.make_bound_circuit({“alpha”: 0.1})`| | ||
| Get the list of unbound FreeParameters| `circuit.parameters`| | ||
| Inline compilation| `device.run(circuit, inputs={“alpha”: 0.1})`| |
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| -------------------- | ----------------------------------------------------- | | ||
| Create a job | job = AwsQuantumJob.create(arn, source_module="algorithm_script.py", entry_point="algorithm_script:start_here", wait_until_complete=True) | | ||
| Queue position | job.queue_position() | | ||
| Job decorator | @hybrid_job(device=None, local=True) | |
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