diff --git a/README.md b/README.md index 97230f28..d59147c5 100644 --- a/README.md +++ b/README.md @@ -20,6 +20,7 @@ # OpenQAOA A multi-backend python library for quantum optimization using QAOA on Quantum computers and Quantum computer simulators. Check out the OpenQAOA website at [https://openqaoa.entropicalabs.com/](https://openqaoa.entropicalabs.com/) + **OpenQAOA is currently in OpenBeta.** diff --git a/docs/source/index.rst b/docs/source/index.rst index 5f1d2b0e..ad7ec5f5 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -304,7 +304,7 @@ Contents notebooks/13_optimizers.ipynb notebooks/14_qaoa_benchmark.ipynb notebooks/X_dumping_data.ipynb - + notebooks/15_Zero_Noise_Extrapolation.ipynb Indices and tables ================== diff --git a/examples/15_Zero_Noise_Extrapolation.ipynb b/examples/15_Zero_Noise_Extrapolation.ipynb new file mode 100644 index 00000000..4225b393 --- /dev/null +++ b/examples/15_Zero_Noise_Extrapolation.ipynb @@ -0,0 +1,545 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "9cef204d-fca2-4dbd-abbe-91fa08242061", + "metadata": {}, + "source": [ + "# Zero-Noise Extrapolation: an example workflow" + ] + }, + { + "cell_type": "markdown", + "id": "34c09db6-f083-47f7-bd51-c1665092bc56", + "metadata": {}, + "source": [ + "This notebook is a tutorial on how to use Zero-Noise Extrapolation (ZNE) in OpenQAOA, and is intended to explain the most important configurations for working with this technique. For the matter of this tutorial, three workflows over a MaxCut problem are gonna be run. The first one, just a noiseless QAOA workflow. The second one, a noise simulated QAOA workflow. The third one, the same noise simulated QAOA workflow, but this time, mitigating the noise with ZNE.\n", + "\n", + "Because ZNE implementation is done as an integration of $\\href{https://mitiq.readthedocs.io/en/stable/guide/zne.html}{\\text{Mitiq}}$ on OpenQAOA, more detailed tutorials can be found on the $\\href{https://mitiq.readthedocs.io/en/stable/examples/examples.html}{\\text{the following link}}$." + ] + }, + { + "cell_type": "markdown", + "id": "a3efc4a9-6a20-4224-8976-37021e0ee0f0", + "metadata": {}, + "source": [ + "## Begin by importing necessary modules" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "eab28b78-699b-477f-9624-4e03286d1874", + "metadata": {}, + "outputs": [], + "source": [ + "# some regular python libraries\n", + "import networkx as nx\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# OpenQAOA imports\n", + "from openqaoa import QAOA \n", + "from openqaoa.problems import MaximumCut\n", + "from openqaoa.backends import create_device\n", + "from openqaoa.utilities import ground_state_hamiltonian,plot_graph\n", + "from openqaoa.utilities import plot_graph\n", + "\n", + "# some useful qiskit imports\n", + "from qiskit import transpile\n", + "from qiskit_aer.noise import (NoiseModel, depolarizing_error)" + ] + }, + { + "cell_type": "markdown", + "id": "15977e56-0570-455e-9e8b-2480051cea59", + "metadata": {}, + "source": [ + "## Step 1: Define a problem instance" + ] + }, + { + "cell_type": "markdown", + "id": "e8bb4544-b3eb-4cca-8839-7b9b4eda49e0", + "metadata": {}, + "source": [ + "We begin by creating a problem instance for a simple MaxCut problem. For that, the NETWORKRRKRK module is gonna be used." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "903209f4-4616-40a0-ba2e-5cf14ef82953", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nodes = 6\n", + "edge_probability = 0.6\n", + "g = nx.generators.fast_gnp_random_graph(n=nodes, p=edge_probability, seed=42)\n", + "\n", + "# import graph plotter from openqaoa\n", + "plot_graph(g)\n", + "\n", + "# create the maximum cut instance and get its QUBO\n", + "maxcut = MaximumCut(g)\n", + "maxcut_qubo = maxcut.qubo" + ] + }, + { + "cell_type": "markdown", + "id": "68392d26-ce2e-4c5f-bf78-b1eb42cf1ce8", + "metadata": {}, + "source": [ + "## Extract the exact solution for a small enough problem" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "538d5e5f-f8b3-42b4-ba10-c774cc66f5bf", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Ground State energy: -6.0, Solution/s: ['001110', '110001']\n" + ] + } + ], + "source": [ + "hamiltonian = maxcut_qubo.hamiltonian\n", + "\n", + "energy, configuration = ground_state_hamiltonian(hamiltonian)\n", + "print(f\"Ground State energy: {energy}, Solution/s: {configuration}\")" + ] + }, + { + "cell_type": "markdown", + "id": "0d8cef1d-a773-435e-8b00-a8948045273a", + "metadata": {}, + "source": [ + "## Step 3: Define a noise model" + ] + }, + { + "cell_type": "markdown", + "id": "968e1e52-3409-4541-a48b-93ac7452ad85", + "metadata": {}, + "source": [ + "For a right integration with Mitiq, OpenQAOA makes a mandatory transpile of the QAOA parametric circuit to the basis gates $H$, $RX$ and $CX$. It is recommended to add noise only to that gates so as to have a succesful noise modelling." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "45e39ee8-bc91-4273-8d01-3506970801a2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# gates to add noise\n", + "one_qubit_gates = ['h','rx']\n", + "two_qubits_gates = ['cx']\n", + "\n", + "def add_depolarizing_error(noise_model,probability1, probability2):\n", + " noise_model = add_one_qubit_depolarizing_error(noise_model,probability1)\n", + " noise_model = add_two_qubits_depolarizing_error(noise_model,probability2)\n", + " return noise_model\n", + "\n", + "def add_one_qubit_depolarizing_error(noise_model,prob):\n", + " error = depolarizing_error(prob, 1)\n", + " noise_model.add_all_qubit_quantum_error(error,one_qubit_gates)\n", + " return noise_model\n", + "\n", + "def add_two_qubits_depolarizing_error(noise_model,prob):\n", + " error = depolarizing_error(prob, 2)\n", + " noise_model.add_all_qubit_quantum_error(error, two_qubits_gates)\n", + " return noise_model\n", + "\n", + "#create the noise model\n", + "noise_model = add_depolarizing_error(NoiseModel(),0.0001989 ,0.007905)\n", + "noise_model" + ] + }, + { + "cell_type": "markdown", + "id": "103acfba-1678-4626-8458-fde271400c46", + "metadata": {}, + "source": [ + "## Step 4: run a noiseless QAOA workflow" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "53f628f0-bf2b-430d-9fcd-dfcf88d99710", + "metadata": {}, + "outputs": [], + "source": [ + "# create, configure and run the QAOA\n", + "q1 = QAOA()\n", + "\n", + "qiskit_device = create_device(location='local', name='qiskit.shot_simulator')\n", + "\n", + "q1.set_device(qiskit_device)\n", + "\n", + "q1.set_circuit_properties(p=4, param_type='standard', init_type='ramp', mixer_hamiltonian='x')\n", + "\n", + "q1.set_backend_properties(n_shots=5000,seed_simulator=1)\n", + "\n", + "q1.set_classical_optimizer(method='Powell', maxiter=200, tol=0.01,maxfev=5000, optimization_progress=True, cost_progress=True, parameter_log=True)\n", + "\n", + "q1.compile(maxcut_qubo)\n", + "\n", + "q1.optimize()" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "6b388d52-79d9-413b-9362-dd02cff47929", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(
,\n", + " )" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# access the results\n", + "opt_results1 = q1.result\n", + "opt_results1.plot_cost()" + ] + }, + { + "cell_type": "markdown", + "id": "631acb83-64aa-41e4-8759-6ebd8cfdcf64", + "metadata": {}, + "source": [ + "## Step 4: run a noisy QAOA workflow" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "c7de6aec-4ca7-4815-ab42-3f59c8342c1f", + "metadata": {}, + "outputs": [], + "source": [ + "# create, configure and run the QAOA\n", + "q2 = QAOA()\n", + "\n", + "qiskit_device = create_device(location='local', name='qiskit.shot_simulator')\n", + "\n", + "q2.set_device(qiskit_device)\n", + "\n", + "q2.set_circuit_properties(p=4, param_type='standard', init_type='ramp', mixer_hamiltonian='x')\n", + "\n", + "# here it is set the noise model\n", + "q2.set_backend_properties(n_shots=5000, noise_model=noise_model,seed_simulator=1)\n", + "\n", + "q2.set_classical_optimizer(method='Powell', maxiter=200, tol=0.01,maxfev=5000, optimization_progress=True, cost_progress=True, parameter_log=True)\n", + "\n", + "q2.compile(maxcut_qubo)\n", + "\n", + "# it is necessary to transpile the parametric circuit with the same basis gates that has the noise model\n", + "q2.backend.parametric_circuit = transpile(q2.backend.parametric_circuit,basis_gates=[\"h\",\"rx\",\"cx\"])\n", + "\n", + "q2.optimize()" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "3bc22134-05c9-4a1c-ab75-647b9e311313", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(
,\n", + " )" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# access the results\n", + "opt_results2 = q2.result\n", + "opt_results2.plot_cost()" + ] + }, + { + "cell_type": "markdown", + "id": "917f8e22-441e-4e31-8c8f-0ff7b6fd7206", + "metadata": {}, + "source": [ + "## Step 5: run a ZNE mitigated QAOA workflow" + ] + }, + { + "cell_type": "markdown", + "id": "cc6e3934-1b19-41f1-9359-5e7952a6b840", + "metadata": {}, + "source": [ + "Available options to set up the ZNE with `set_error_mitigation_properties`:\n", + "\n", + "- **factory**: The name of the zero-noise extrapolation method. Supported values: \"Richardson\", \"Linear\", \"Poly\", \"Exp\", \"PolyExp\", \"AdaExp\", \"FakeNodes\".\n", + "- **scaling**: The name of the function for scaling the noise of a quantum circuit. Supported values: \"fold_gates_at_random\", \"fold_gates_from_right\", \"fold_gates_from_left\".\n", + "- **scale_factors**: List[int] Sequence of noise scale factors at which expectation values should be measured. For factory = \"AdaExp\", just the first element of the list will be considered.\n", + "- **order**: Extrapolation order (degree of the polynomial fit). It cannot exceed len(scale_factors) - 1. Only used for factory = \"Poly\" or \"PolyExp\".\n", + "- **steps**: The number of optimization steps. At least 3 are necessary. Only used for factory = \"AdaExp\"." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "e84ab645-c389-4156-9964-252eb14c45a8", + "metadata": {}, + "outputs": [], + "source": [ + "# create, configure and run the QAOA\n", + "q3 = QAOA()\n", + "\n", + "qiskit_device = create_device(location='local', name='qiskit.shot_simulator')\n", + "\n", + "q3.set_device(qiskit_device)\n", + "\n", + "q3.set_circuit_properties(p=4, param_type='standard', init_type='ramp', mixer_hamiltonian='x')\n", + "\n", + "# here is set the noise model\n", + "q3.set_backend_properties(n_shots=5000,seed_simulator=1,noise_model=noise_model)\n", + "\n", + "q3.set_classical_optimizer(method='Powell', maxiter=100, tol=0.01,maxfev=5000, optimization_progress=True, cost_progress=True, parameter_log=True)\n", + "\n", + "# here is set the ZNE\n", + "q3.set_error_mitigation_properties(error_mitigation_technique='mitiq_zne',factory = 'Richardson', scale_factors = [1,2,3])\n", + "\n", + "q3.compile(maxcut_qubo)\n", + "\n", + "q3.optimize()" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "e6683ce1-d40e-49d1-a874-491129820a23", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(
,\n", + " )" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "opt_results3 = q3.result\n", + "opt_results3.plot_cost()" + ] + }, + { + "cell_type": "markdown", + "id": "04dd0ee1-705b-4f54-92ce-3f2286d83bf8", + "metadata": {}, + "source": [ + "## Step 6: Compare the cost plots" + ] + }, + { + "cell_type": "markdown", + "id": "65d9a303-791f-4a43-9198-49c64f694cb6", + "metadata": {}, + "source": [ + "The resulting ZNE cost history is way more similar to the noiseless cost history. This works the same when comparing the lowest cost achieved. In some optimization problems, the optimal cost works like an useful approximate value for a particular property of the problem. In the case of Maxcut, the opposite of the resulting cost approximates the size of the maximum cut for the problem instance. That is, given a final optimal cost of $-5$, a good approximation for the maximum cut size is $5$. Because ZNE gets succeed when approximating the optimal cost, it can be used for the problems where this information could help in getting the optimal solution." + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "636a6d45-489e-450b-ac61-377311beafca", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(
,\n", + " )" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(7,7))\n", + "opt_results1.plot_cost(figsize=(7,7),color='blue',label='noiseless',ax=ax)\n", + "opt_results2.plot_cost(figsize=(7,7),color='red',label='noisy',ax=ax)\n", + "opt_results3.plot_cost(figsize=(7,7),color='green',label='ZNE mitigated',ax=ax) " + ] + }, + { + "cell_type": "markdown", + "id": "6455b81e-f397-4d69-a065-21e015ed975f", + "metadata": {}, + "source": [ + "## Advanced options" + ] + }, + { + "cell_type": "markdown", + "id": "30f9e77f-c749-457f-8353-cc2f52701bf8", + "metadata": {}, + "source": [ + "In QAOA, the observable of interest $X$ is the cost, which is obtained from the bitstrings measurements of the quantum ansatz and used by the optimizer. For each of the $n$ optimizations of the QAOA workflow, an iteration of ZNE will be done before, resulting in $n$ extrapolated costs.\n", + "\n", + "In `backend.result_factory_objs` , the $n$ extrapolations can be accesed." + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "ab823aa2-136c-44ea-8526-efbfacd0370e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "AMOUNT OF EXTRAPOLATIONS: 146\n", + "-----\n", + "EXTRAPOLATED COST NUMBER 1\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-----\n", + "...\n" + ] + } + ], + "source": [ + "print('AMOUNT OF EXTRAPOLATIONS: ',len(q3.backend.result_factory_objs))\n", + "extrapolated_costs = q3.backend.result_factory_objs[0:1]\n", + "for i,extrapolated_cost in enumerate(extrapolated_costs):\n", + " print('-----')\n", + " print('EXTRAPOLATED COST NUMBER ',i+1)\n", + " fit=extrapolated_cost.plot_fit()\n", + " plt.close()\n", + " display(fit)\n", + "print('-----')\n", + "print('...')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "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": "3.10.13" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/src/openqaoa-braket/openqaoa_braket/backends/qaoa_braket_qpu.py b/src/openqaoa-braket/openqaoa_braket/backends/qaoa_braket_qpu.py index d996490c..72c3099a 100644 --- a/src/openqaoa-braket/openqaoa_braket/backends/qaoa_braket_qpu.py +++ b/src/openqaoa-braket/openqaoa_braket/backends/qaoa_braket_qpu.py @@ -207,7 +207,7 @@ def get_counts(self, params: QAOAVariationalBaseParams, n_shots=None) -> dict: A dictionary with the bitstring as the key and the number of counts as its value. """ - + n_shots = self.n_shots if n_shots == None else n_shots circuit = self.qaoa_circuit(params) diff --git a/src/openqaoa-core/openqaoa/algorithms/baseworkflow.py b/src/openqaoa-core/openqaoa/algorithms/baseworkflow.py index b22e880c..ab2c43ab 100644 --- a/src/openqaoa-core/openqaoa/algorithms/baseworkflow.py +++ b/src/openqaoa-core/openqaoa/algorithms/baseworkflow.py @@ -21,6 +21,8 @@ from .workflow_properties import ( BackendProperties, ErrorMitigationProperties, + MitiqZNEProperties, + SpamProperties, ClassicalOptimizer, ) from ..backends.devices_core import DeviceBase, DeviceLocal @@ -98,7 +100,7 @@ def __init__(self, device=DeviceLocal("vectorized")): self.classical_optimizer = ClassicalOptimizer() self.local_simulators = list(DEVICE_NAME_TO_OBJECT_MAPPER.keys()) self.cloud_provider = list(DEVICE_ACCESS_OBJECT_MAPPER.keys()) - self.available_error_mitigation_techniques = ["spam_twirling"] + self.available_error_mitigation_techniques = ["spam_twirling","mitiq_zne"] self.compiled = False # Initialize the identifier stamps, we initialize all the stamps needed to None @@ -271,25 +273,54 @@ def set_error_mitigation_properties(self, **kwargs): Parameters ---------- error_mitigation_technique: str - The specific technique used to mitigate the errors. Only a simple state preparation and measurement twirling with bitflip averages, under the name "spam_twirling" is currently supported. + The specific technique used to mitigate the errors. Currently, the availables techniques are: + * A simple state preparation and measurement twirling with bitflip averages, under the name "spam_twirling". + * Zero Noise Extrapolation (ZNE), integrated from Mitiq framework, under the name "mitiq_zne". n_batches: int - The number of batches specifies the different negating schedules at random. Total number of shots is distributed accordingly. + Used in "spam_twirling". The number of batches specifies the different negating schedules at random. Total number of shots is distributed accordingly. calibration_data_location: str - The location of the json file containing calibration data. For spam twirling this is the measurement outcomes of an empty circuit under the bit-flip averaging. - + Used in "spam_twirling". The location of the json file containing calibration data. This is the measurement outcomes of an empty circuit under the bit-flip averaging. + factory: str + Used in "mitiq_zne". The name of the zero-noise extrapolation method. Supported values: "Richardson", "Linear", "Poly", "Exp", "PolyExp", "AdaExp", "FakeNodes". + scaling: str + Used in "mitiq_zne". The name of the function for scaling the noise of a quantum circuit. Supported values: "fold_gates_at_random", "fold_gates_from_right", "fold_gates_from_left". + scale_factors: List[int] + Used in "mitiq_zne". Sequence of noise scale factors at which expectation values should be measured. + For factory = "AdaExp", just the first element of the list will be considered. + order: int + Used in "mitiq_zne". Extrapolation order (degree of the polynomial to fit). It cannot exceed len(scale_factors) - 1, and it must be greater than or equal to 1. + Only used for factory = "Poly" or "PolyExp". + steps: int + Used in "mitiq_zne". The number of optimization steps. At least 3 are necessary. + Only used for factory = "AdaExp". """ + + # validate a supported error mitigation technique + if kwargs["error_mitigation_technique"].lower() in self.available_error_mitigation_techniques: + pass + else: + raise ValueError( + f"Specified error mitigation technique is not supported" + ) + + # get the ErrorMitigationProperty structure to validate + error_mitigation_technique = kwargs["error_mitigation_technique"].lower() + if error_mitigation_technique == 'mitiq_zne': + error_mitigation_properties = MitiqZNEProperties + elif error_mitigation_technique == 'spam_twirling': + error_mitigation_properties = SpamProperties + self.error_mitigation_properties = error_mitigation_properties() + # validate ErrorMitigationProperty structure for key, value in kwargs.items(): - if hasattr(self.error_mitigation_properties, key) and ( - kwargs["error_mitigation_technique"].lower() - in self.available_error_mitigation_techniques - ): + if hasattr(self.error_mitigation_properties, key): pass # setattr(self.error_mitigation, key, value) else: raise ValueError( f"Specified argument `{value}` for `{key}` in set_error_mitigation_properties is not supported" ) + + self.error_mitigation_properties = error_mitigation_properties(**kwargs) - self.error_mitigation_properties = ErrorMitigationProperties(**kwargs) return None @check_compiled diff --git a/src/openqaoa-core/openqaoa/algorithms/qaoa/qaoa_result.py b/src/openqaoa-core/openqaoa/algorithms/qaoa/qaoa_result.py index 975f61ff..c9362324 100644 --- a/src/openqaoa-core/openqaoa/algorithms/qaoa/qaoa_result.py +++ b/src/openqaoa-core/openqaoa/algorithms/qaoa/qaoa_result.py @@ -311,7 +311,7 @@ def get_counts(measurement_outcomes): The count dictionary obtained either throught the statevector or the actual measurement counts. """ - + if isinstance(measurement_outcomes, type(np.array([]))): measurement_outcomes = qaoa_probabilities(measurement_outcomes) diff --git a/src/openqaoa-core/openqaoa/algorithms/qaoa/qaoa_workflow.py b/src/openqaoa-core/openqaoa/algorithms/qaoa/qaoa_workflow.py index d0eddda0..bfcc0aa7 100644 --- a/src/openqaoa-core/openqaoa/algorithms/qaoa/qaoa_workflow.py +++ b/src/openqaoa-core/openqaoa/algorithms/qaoa/qaoa_workflow.py @@ -23,7 +23,7 @@ ground_state_hamiltonian, ) from ...optimizers.qaoa_optimizer import get_optimizer -from ...backends.wrapper import SPAMTwirlingWrapper +from ...backends.wrapper import SPAMTwirlingWrapper,ZNEWrapper class QAOA(Workflow): @@ -261,7 +261,7 @@ def compile( **backend_dict, ) - # Implementing SPAM Twirling error mitigation requires wrapping the backend. + # Implementing SPAM Twirling and MITIQs error mitigation requires wrapping the backend. # However, the BaseWrapper can have many more use cases. if ( self.error_mitigation_properties.error_mitigation_technique @@ -272,7 +272,19 @@ def compile( n_batches=self.error_mitigation_properties.n_batches, calibration_data_location=self.error_mitigation_properties.calibration_data_location, ) - + elif( + self.error_mitigation_properties.error_mitigation_technique + == "mitiq_zne" + ): + self.backend = ZNEWrapper( + backend=self.backend, + factory=self.error_mitigation_properties.factory, + scaling=self.error_mitigation_properties.scaling, + scale_factors=self.error_mitigation_properties.scale_factors, + order=self.error_mitigation_properties.order, + steps=self.error_mitigation_properties.steps + ) + self.optimizer = get_optimizer( vqa_object=self.backend, variational_params=self.variate_params, @@ -402,7 +414,6 @@ def evaluate_circuit( evaluated on a state simulator) or the counts of the QAOA circuit output (if the QAOA circuit is evaluated on a QPU or shot-based simulator) """ - # before evaluating the circuit we check that the QAOA object has been compiled if self.compiled is False: raise ValueError("Please compile the QAOA before optimizing it!") diff --git a/src/openqaoa-core/openqaoa/algorithms/workflow_properties.py b/src/openqaoa-core/openqaoa/algorithms/workflow_properties.py index fbc33b43..a49a1a17 100644 --- a/src/openqaoa-core/openqaoa/algorithms/workflow_properties.py +++ b/src/openqaoa-core/openqaoa/algorithms/workflow_properties.py @@ -264,15 +264,34 @@ def __init__( # f"cvar_alpha must be between 0 and 1. Received {value}.") # self._cvar_alpha = value - class ErrorMitigationProperties(WorkflowProperties): """ - Optional, choose an error mitigation technique for the QAOA circuit. Currently supports only SPAM Twirling. + Optional, choose an error mitigation technique for the QAOA circuit. + + Parameters + ---------- + error_mitigation_technique: str + The name of the error mitigation technique. Currently supported values: "spam_twirling" for the Spam Twirling mitigation method, and "mitiq_zne" for the Zero-Noise Extrapolation (ZNE) mitigation method from Mitiq framework. + """ + + def __init__( + self, + error_mitigation_technique: Optional[str] = None, + ): + self.error_mitigation_technique = ( + error_mitigation_technique.lower() + if type(error_mitigation_technique) == str + else error_mitigation_technique + ) + +class SpamProperties(ErrorMitigationProperties): + """ + Class containing all the required parameters for the execution of the SPAM twirling mitigation technique. Parameters ---------- error_mitigation_technique: str - The name of the error mitigation technique. Only 'spam_twirling' supported for now. + The name of the error mitigation technique. n_batches: Optional[int] = int Number of batches in which the total number of shots is divided to. For every batch, we choose a set of qubits at random to which we apply X gates and classical negating. The dafault value is set to 10 to be comparable with most problem sizes in NISQ without creating too much of an overhead. calibration_data_location: str @@ -284,12 +303,8 @@ def __init__( error_mitigation_technique: Optional[str] = None, n_batches: Optional[int] = 10, calibration_data_location: Optional[str] = None, - ): - self.error_mitigation_technique = ( - error_mitigation_technique.lower() - if type(error_mitigation_technique) == str - else error_mitigation_technique - ) + ): + super().__init__(error_mitigation_technique) if isinstance(n_batches, int) and n_batches > 0: self.n_batches = n_batches @@ -307,7 +322,6 @@ def __init__( "measurement_outcomes" ] calibration_registers = calibration_data["register"] - except FileNotFoundError: raise FileNotFoundError( "Calibration data file not found at specified location: {}".format( @@ -329,6 +343,45 @@ def __init__( self.calibration_data_location = calibration_data_location +class MitiqZNEProperties(ErrorMitigationProperties): + """ + Class containing all the required parameters for the execution of the Mitiq Zero-Noise Extrapolation mitigation technique. + + Parameters + ---------- + error_mitigation_technique: str + The name of the error mitigation technique. + factory: str + The name of the zero-noise extrapolation method. Supported values: "Richardson", "Linear", "Poly", "Exp", "PolyExp", "AdaExp", "FakeNodes". + scaling: str + The name of the function for scaling the noise of a quantum circuit. Supported values: "fold_gates_at_random", "fold_gates_from_right", "fold_gates_from_left". + scale_factors: List[int] + Sequence of noise scale factors at which expectation values should be measured. + For factory = "AdaExp", just the first element of the list will be considered. + order: int + Extrapolation order (degree of the polynomial fit). It cannot exceed len(scale_factors) - 1. + Only used for factory = "Poly" or "PolyExp". + steps: int + The number of optimization steps. At least 3 are necessary. + Only used for factory = "AdaExp". + """ + + def __init__( + self, + error_mitigation_technique: Optional[str] = None, + factory: str = 'Linear', + scaling: str = 'fold_gates_at_random', + scale_factors: List[int] = [1,2,3], + order: int = 1, + steps: int = 4 + ): + super().__init__(error_mitigation_technique) + self.factory = factory + self.scaling = scaling + self.scale_factors = scale_factors + self.order = order + self.steps = steps + class ClassicalOptimizer(WorkflowProperties): """ diff --git a/src/openqaoa-core/openqaoa/backends/wrapper.py b/src/openqaoa-core/openqaoa/backends/wrapper.py index ac4fb7b8..14d90a4e 100644 --- a/src/openqaoa-core/openqaoa/backends/wrapper.py +++ b/src/openqaoa-core/openqaoa/backends/wrapper.py @@ -2,6 +2,16 @@ import numpy as np import json +from mitiq.zne.inference import RichardsonFactory, LinearFactory, PolyExpFactory, PolyFactory, AdaExpFactory, FakeNodesFactory, ExpFactory +from mitiq.zne.scaling import fold_gates_at_random, fold_gates_from_left, fold_gates_from_right +from mitiq.zne import execute_with_zne + +import copy + +from qiskit import QuantumCircuit, transpile + +from .qaoa_backend import DEVICE_NAME_TO_OBJECT_MAPPER + from .basebackend import VQABaseBackend from ..qaoa_components.ansatz_constructor.gates import X @@ -15,11 +25,15 @@ from ..utilities import ( exp_val_pair, exp_val_single, + flip_counts, negate_counts_dictionary, calculate_calibration_factors, round_value, ) +from .cost_function import cost_function +from openqaoa_qiskit.backends.qaoa_qiskit_qpu import QAOAQiskitQPUBackend + class BaseWrapper(VQABaseBackend): """ @@ -49,6 +63,159 @@ def exact_solution(self, *args, **kwargs): return self.backend.exact_solution(*args, **kwargs) +#------------------------ZNE WRAPPER--------------------------------- +available_factories = [ + "Richardson", + "Linear", + "Poly", + "Exp", + "PolyExp", + "AdaExp", + "FakeNodes" +] +available_scaling = [ + "fold_gates_at_random", + "fold_gates_from_right", + "fold_gates_from_left" +] +class ZNEWrapper(BaseWrapper): + """ + This class inherits from the BaseWrapper and need to be backend agnostic + to QAOA implementations on different devices and their respectives SDKs. It + implements Zero Noise Extrapolation (ZNE) from Mitiq framework. ZNE is an + error mitigation technique used to extrapolate the noiseless expectation + value of an observable from a range of expectation values computed at + different noise levels. + + Parameters + ---------- + factory: str + The name of the zero-noise extrapolation method. Supported values: "Richardson", "Linear", "Poly", "Exp", "PolyExp", "AdaExp", "FakeNodes". + scaling: str + The name of the function for scaling the noise of a quantum circuit. Supported values: "fold_gates_at_random", "fold_gates_from_right", "fold_gates_from_left". + scale_factors: List[int] + Sequence of noise scale factors at which expectation values should be measured. + For factory = "AdaExp", just the first element of the list will be considered. + order: int + Extrapolation order (degree of the polynomial fit). It cannot exceed len(scale_factors) - 1. + Only used for factory = "Poly" or "PolyExp". + steps: int + The number of optimization steps. At least 3 are necessary. + Only used for factory = "AdaExp". + """ + + def __init__(self, backend, factory, scaling, scale_factors, order, steps): + super().__init__(backend) + + # only qiskit backends are supported + if(type(backend) not in [DEVICE_NAME_TO_OBJECT_MAPPER['qiskit.qasm_simulator'], + DEVICE_NAME_TO_OBJECT_MAPPER['qiskit.shot_simulator'], + QAOAQiskitQPUBackend]): + raise ValueError("Only Qiskit backends are supported, with the exception of the StateVector simulator.") + + if(factory not in available_factories): + raise ValueError("Supported factories are: Poly, Richardson, Exp, FakeNodes, Linear, PolyExp, AdaExp") + if(scaling not in available_scaling): + raise ValueError("Supported scaling methods are: fold_gates_at_random, fold_gates_from_right, fold_gates_from_left") + if(not isinstance(scale_factors, list) or not all(isinstance(x, int) and x >= 1 for x in scale_factors)): + raise ValueError("Scale factor must be a list of ints greater than or equal to 1") + if(type(order) != int or order < 1): + raise ValueError("Order must an int greater than or equal to 1") + if(type(steps) != int): + raise ValueError("Order must be an int") + + self.factory_obj = None + if factory == "Richardson": + self.factory_obj = RichardsonFactory(scale_factors = scale_factors) + elif factory == "Linear": + self.factory_obj = LinearFactory(scale_factors = scale_factors) + elif factory == "Exp": + self.factory_obj = ExpFactory(scale_factors = scale_factors) + elif factory == "Poly": + self.factory_obj = PolyFactory(scale_factors = scale_factors, order = order) + elif factory == "PolyExp": + self.factory_obj = PolyExpFactory(scale_factors = scale_factors, order = order) + elif factory == "AdaExp": + #for AdaExp, just one scale factor is needed. + self.factory_obj = AdaExpFactory(scale_factor= scale_factors[0], steps = steps) + elif factory == "FakeNodes": + self.factory_obj = FakeNodesFactory(scale_factors = scale_factors) + + # setting the scaling + self.scale_noise = None + if scaling == "fold_gates_at_random": + self.scale_noise = fold_gates_at_random + elif scaling == "fold_gates_from_left": + self.scale_noise = fold_gates_from_left + elif scaling == "fold_gates_from_right": + self.scale_noise = fold_gates_from_right + + #setting the scale_factors + self.scale_factors = scale_factors + + # + self.result_factory_objs = [] + + + def expectation(self, params: QAOAVariationalBaseParams) -> float: + """ + This method overrides the one from the basebackend to allow for + correcting the expectation values of each term in the Hamiltonian + before providing the energy to the optimized. It does this by using + execute_with_zne() method from Mitiq. This method estimates the + error-mitigated expectation value associated with a circuit, via + the application of ZNE. + + Parameters + ---------- + params: `QAOAVariationalBaseParams` + The QAOA parameters - an object of one of the parameter classes, + containing variable parameters. + + Returns + ------- + float: + The error mitigated expectation value of cost operator wrt to + quantum state produced by QAOA circuit + """ + + # executor used by Mitiq + def executor(qc: QuantumCircuit) -> float: + # calculate the counts + counts = self.get_counts(qc,self.n_shots) + self.measurement_outcomes = counts + + # calculate and return the cost + cost = cost_function( + counts, + self.backend.qaoa_descriptor.cost_hamiltonian) + return cost + + qc = self.backend.qaoa_circuit(params) + # for Mitiq integration, is necessary to transpile the circuit. Mitiq doesn't support the RZZ gate. + qc = transpile(qc, basis_gates=["h","rx","cx"]) + + expectation = execute_with_zne( + circuit = qc, + executor = executor, + observable = None, + factory = self.factory_obj, + scale_noise = self.scale_noise) + + self.result_factory_objs.append(copy.copy(self.factory_obj)) + #display(self.factory_obj.plot_fit()) + return expectation + + def get_counts(self,qc:QuantumCircuit,n_shots): + counts = ( + self.backend.backend_simulator.run(qc, shots=n_shots) + .result() + .get_counts() + ) + counts = flip_counts(counts) + return counts + + class SPAMTwirlingWrapper(BaseWrapper): """ This class inherits from the BaseWrapper and needs to be backend diff --git a/src/openqaoa-core/requirements.txt b/src/openqaoa-core/requirements.txt index 2f114503..b7fb109b 100644 --- a/src/openqaoa-core/requirements.txt +++ b/src/openqaoa-core/requirements.txt @@ -10,3 +10,4 @@ semantic_version>=2.10 autoray>=0.3.1 requests ipython>=8.2.0 +mitiq diff --git a/src/openqaoa-qiskit/openqaoa_qiskit/backends/qaoa_qiskit_qpu.py b/src/openqaoa-qiskit/openqaoa_qiskit/backends/qaoa_qiskit_qpu.py index 717e19f9..a638771d 100644 --- a/src/openqaoa-qiskit/openqaoa_qiskit/backends/qaoa_qiskit_qpu.py +++ b/src/openqaoa-qiskit/openqaoa_qiskit/backends/qaoa_qiskit_qpu.py @@ -228,7 +228,7 @@ def get_counts(self, params: QAOAVariationalBaseParams, n_shots=None) -> dict: A dictionary with the bitstring as the key and the number of counts as its value. """ - + n_shots = self.n_shots if n_shots is None else n_shots circuit = self.qaoa_circuit(params) diff --git a/src/openqaoa-qiskit/tests/test_qiskit_backend_wrapper.py b/src/openqaoa-qiskit/tests/test_qiskit_backend_wrapper.py index d1b3ade7..310029ed 100644 --- a/src/openqaoa-qiskit/tests/test_qiskit_backend_wrapper.py +++ b/src/openqaoa-qiskit/tests/test_qiskit_backend_wrapper.py @@ -20,12 +20,12 @@ QAOAQiskitBackendShotBasedSimulator, ) -from openqaoa.backends.wrapper import SPAMTwirlingWrapper +from openqaoa.backends.wrapper import SPAMTwirlingWrapper, ZNEWrapper from openqaoa.utilities import X_mixer_hamiltonian, bitstring_energy from openqaoa.backends.qaoa_device import create_device from openqaoa.backends.basebackend import QAOABaseBackendShotBased - +from qiskit import QuantumCircuit, transpile def get_params(): cost_hamil = Hamiltonian.classical_hamiltonian( @@ -264,5 +264,158 @@ def test_expectation(self): ) + +class TestingZNEWrapper(unittest.TestCase): + """ + These tests check methods of the ZNE wrapper. + """ + @pytest.mark.qpu + def test_zne_wrap_any_backend(self): + """ + Testing if the wrapper is backend-agnostic by checking if it can take + any of the relevant backend objects as an argument. + """ + self.factory = "Linear" + self.scaling = "fold_gates_at_random" + self.scale_factors = [1,2,3] + self.order = 1 + self.steps = 1 + self.qaoa_descriptor, self.variate_params = get_params() + + device_list = [] + device_list.append( + create_device(location="local", name="qiskit.qasm_simulator") + ) + device_list.append( + create_device(location="local", name='qiskit.shot_simulator'), + ) + + for device in device_list: + backend = get_qaoa_backend( + qaoa_descriptor=self.qaoa_descriptor, + device=device, + n_shots=42, + ) + try: + ZNEWrapper( + backend, + factory=self.factory, + scaling=self.scaling, + scale_factors=self.scale_factors, + order = self.order, + steps = self.steps, + ) + except Exception as e: + raise ValueError("The {} backend cannot be wrapped.".format(backend), e) + + + def test_zne_get_counts(self): + """ + Testing the get_counts method of the ZNE wrapper. + """ + self.factory = "Linear" + self.scaling = "fold_gates_at_random" + self.scale_factors = [1, 1] + + self.order = 1 + self.steps = 1 + + self.qaoa_descriptor, self.variate_params = get_params() + + self.qiskit_shot_backend = QAOAQiskitBackendShotBasedSimulator( + qaoa_descriptor=self.qaoa_descriptor, + n_shots=100, + prepend_state=None, + append_state=None, + init_hadamard=True, + cvar_alpha=1.0, + qiskit_simulation_method="automatic", + seed_simulator=2642, + noise_model=None, + ) + + try: + self.wrapped_obj_zne = ZNEWrapper( + self.qiskit_shot_backend, + factory=self.factory, + scaling=self.scaling, + scale_factors=self.scale_factors, + order=self.order, + steps=self.steps, + ) + #self.wrapped_obj_trivial + except NameError: + print("Skipping Qiskit tests as Qiskit is not installed.") + return None + qc = self.qiskit_shot_backend.qaoa_circuit(self.variate_params) + + assert self.wrapped_obj_zne.get_counts( + qc, n_shots=100, + ) == { + "01": 35, + "10": 29, + "11": 36 + }, "The get_counts function in the wrapper didn't return the expected counts." + + def test_expectation_zne(self): + """ + Testing the expectation method of the ZNE wrapper which overrides the backend function as defined in basebackends. + Also, the trivial case compared with the original backend + """ + self.factory = "Linear" + self.scaling = "fold_gates_at_random" + self.scale_factors = [1, 1] + + self.order = 1 + self.steps = 1 + + self.qaoa_descriptor, self.variate_params = get_params() + + self.qiskit_shot_backend = QAOAQiskitBackendShotBasedSimulator( + qaoa_descriptor=self.qaoa_descriptor, + n_shots=10000, + prepend_state=None, + append_state=None, + init_hadamard=True, + cvar_alpha=1.0, + qiskit_simulation_method="automatic", + seed_simulator=2642, + noise_model=None, + ) + + self.wrapped_obj_zne = ZNEWrapper( + self.qiskit_shot_backend, + factory=self.factory, + scaling=self.scaling, + scale_factors=self.scale_factors, + order=self.order, + steps=self.steps, + ) + return None + + self.assertAlmostEqual( + self.wrapped_obj_zne.expectation(self.variate_params), -0.47, 1 + ) + + qc = self.qiskit_shot_backend.qaoa_circuit(self.variate_params) + # qc = transpile(qc, basis_gates=["h","rx","cx"]) + + wrapper_counts_zne = self.wrapped_obj_zne.get_counts( + qc, n_shots=10000 + ) + backend_counts_qiskit = self.qiskit_shot_backend.get_counts( + self.variate_params, n_shots=10000 + ) + + # convert counts to probabilities + wrapper_zne_probs = {key: value / 10000 for key, value in wrapper_counts_zne.items()} + backend_qiskit_probs = {key: value / 10000 for key, value in backend_counts_qiskit.items()} + + for key in wrapper_zne_probs: + assert np.isclose( + wrapper_zne_probs[key], backend_qiskit_probs[key], rtol=1e-1 + ), "The get_counts function in the wrapper with trivial scaling qubits returns a value too far from the original backend." + + if __name__ == "__main__": unittest.main() diff --git a/tests/test_notebooks.py b/tests/test_notebooks.py index e7d358dd..3bb6351b 100644 --- a/tests/test_notebooks.py +++ b/tests/test_notebooks.py @@ -83,6 +83,9 @@ def test_13_optimizers(): def test_14_benchmark(): notebook_test_function("./examples/14_qaoa_benchmark.ipynb") +def test_15_zne(): + notebook_test_function("./examples/15_Zero_Noise_Extrapolation.ipynb") + def test_X_dumping_data(): notebook_test_function("./examples/X_dumping_data.ipynb")