diff --git a/docs/notebooks/partial_folding.ipynb b/docs/notebooks/partial_folding.ipynb new file mode 100644 index 0000000..a2568c4 --- /dev/null +++ b/docs/notebooks/partial_folding.ipynb @@ -0,0 +1,957 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "3c2cbeeb-687e-4186-87a3-dad53ef9c05a", + "metadata": {}, + "source": [ + "### Ritajit Majumdar\n", + "Enabling Quantum Technologies Researcher @ IBM Quantum" + ] + }, + { + "cell_type": "markdown", + "id": "adfe2702-5e7e-4246-8099-87fcf8816adf", + "metadata": {}, + "source": [ + "### ZNE with partial folding to obtain competitive expectation values for deep circuits" + ] + }, + { + "attachments": { + "77e9755f-d3a4-4c78-a563-c1c989e1d5db.png": { + "image/png": "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" + } + }, + "cell_type": "markdown", + "id": "0217380d-036c-435c-b317-216acec3cfa5", + "metadata": {}, + "source": [ + "Zero Noise Extrapolation (ZNE) is an error mitigation technique used to obtain expectation values closer to the ideal noiseless value from a noisy quantum computer. ZNE can be classified broadly into - (i) analog ZNE, and (ii) digital ZNE. Digital ZNE is performed by folding the gates in the circuit, or by appending learned noise at the end of each layer, called Probabilistic Error Amplification (PEA).\n", + "\n", + "In this notebook we select digital ZNE via folding primarily because it has a much simpler implementation than analog ZNE (Physical review letters, 119(18), 180509), and does not require the time consuming $learning$ step of PEA (Nature, 618(7965), 500-505). Henceforth, the term $digital ZNE$ or $ZNE$ will imply digital ZNE via folding.\n", + "\n", + "The general idea of digital ZNE (dZNE) is to replace some gates $U$ by $U(U^{\\dagger}U)^{f}$ for some $\\lambda = 2f+1$, $f \\geq 0$. This ensures that the functionality of the circuit remains unchanged (since $U^{\\dagger}U = I$), however, the noise is increased due to the increased number of gates. The expectation values are obtained for different values of $\\lambda$, and then extrapolated to $\\lambda = 0$ to obtain an estimate of the expectation value in zero noise limit.\n", + "\n", + "![zne.png](attachment:77e9755f-d3a4-4c78-a563-c1c989e1d5db.png)" + ] + }, + { + "cell_type": "markdown", + "id": "652fd452-ada9-440f-bcda-f717704543a0", + "metadata": {}, + "source": [ + "### 1. Map circuit to quantum hardware native form" + ] + }, + { + "cell_type": "markdown", + "id": "61fadf94-087a-4a4b-a49f-7121da5af52c", + "metadata": {}, + "source": [ + "For this study we consider a QAOA path circuit. QAOA is a variational algorithm to find approximate solutions to combinatorial optimization problems. Any combinatorial optimization problem can be represented as a graph. Here we consider the graph to be a path graph. Such a graph is essentially a 1D chain (i.e., a tree), and is therefore native to the hardware." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "ab255d68-0f83-47b0-a1fa-28bc49c4eb59", + "metadata": {}, + "outputs": [], + "source": [ + "from qiskit import QuantumCircuit\n", + "from qiskit.circuit import ParameterVector\n", + "\n", + "\n", + "class QAOAPathCircuit(QuantumCircuit):\n", + " \"\"\"Parameterized QAOA acyclic line graph quantum circuit.\n", + "\n", + " The cost parameter-vector is labeled γ, and the mixer\n", + " parameter-vector β. Overall, there will be one parameter per\n", + " unit of two-qubit depth: half in γ and half in ß [1].\n", + " Weights in the generating max-cut graph are all equal to one.\n", + "\n", + " Args:\n", + " num_qubits: number of qubits (must be even).\n", + " depth: two-qubit depth (must be even).\n", + " barriers: if True adds barriers between layers.\n", + " measurements: if True adds measurements at the end.\n", + "\n", + " Notes:\n", + " [1] Farhi et.al. A Quantum Approximate Optimization Algorithm,\n", + " https://arxiv.org/abs/1411.4028\n", + " \"\"\"\n", + "\n", + " def __init__(\n", + " self, num_qubits: int, depth: int, *, barriers: bool = False, measurements: bool = False\n", + " ) -> None:\n", + " num_qubits = _validate_qaoa_num_qubits(num_qubits)\n", + " depth = _validate_qaoa_depth(depth)\n", + " barriers = bool(barriers)\n", + " measurements = bool(measurements)\n", + "\n", + " super().__init__(num_qubits, name=f\"QAOAPathCircuit<{num_qubits}, {depth}>\")\n", + "\n", + " gammas = ParameterVector(\"γ\", depth // 2)\n", + " betas = ParameterVector(\"β\", depth // 2)\n", + "\n", + " self.h(range(num_qubits))\n", + " for layer in range(depth // 2):\n", + " if barriers:\n", + " self.barrier()\n", + " for qubit in range(0, num_qubits - 1, 2):\n", + " self.rzz(gammas[layer], qubit, qubit + 1)\n", + " for qubit in range(1, num_qubits - 1, 2):\n", + " self.rzz(gammas[layer], qubit, qubit + 1)\n", + " for qubit in range(num_qubits):\n", + " self.rx(betas[layer], qubit)\n", + " if measurements:\n", + " self.measure_all()\n", + "\n", + "\n", + "def _validate_qaoa_num_qubits(num_qubits: int) -> int:\n", + " \"\"\"Validate number of qubits for QAOA circuits.\"\"\"\n", + " # pylint: disable=duplicate-code\n", + " if not isinstance(num_qubits, int):\n", + " raise TypeError(f\"Invalid num. qubits type {type(num_qubits)}, expected .\")\n", + " if num_qubits <= 2:\n", + " raise ValueError(f\"Number of qubits ({num_qubits}) must be greater than two.\")\n", + " if num_qubits % 2:\n", + " raise ValueError(f\"Number of qubits ({num_qubits}) must be even.\")\n", + " return num_qubits\n", + "\n", + "\n", + "def _validate_qaoa_depth(depth: int) -> int:\n", + " \"\"\"Validate depth for QAOA circuits.\"\"\"\n", + " # pylint: disable=duplicate-code\n", + " if not isinstance(depth, int):\n", + " raise TypeError(f\"Invalid depth type {type(depth)}, expected .\")\n", + " if depth < 0:\n", + " raise ValueError(f\"Depth ({depth}) must be positive.\")\n", + " if depth % 2:\n", + " raise ValueError(f\"Depth ({depth}) must be even.\")\n", + " return depth" + ] + }, + { + "cell_type": "markdown", + "id": "c8377d60-8e04-4a27-af61-c323a0474fdd", + "metadata": {}, + "source": [ + "In this notebook we shall use the small example of 6-qubit p=1 $reference\\_circuit$ to explain the steps for the ease of understanding. The original circuit, on which the experimentations will be performed will be termed $virtual\\_circuit$.\n", + "\n", + "The circuit construction considers $depth = 2p$ since the QAOA circuit for each $p$ consists of two 2-qubit layers." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "81490e03-34b8-426c-a19e-be9954a6ae78", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "reference_circuit = QAOAPathCircuit(6,2)\n", + "reference_circuit.draw('mpl', style='bw', fold=-1)" + ] + }, + { + "cell_type": "markdown", + "id": "8109d0e6-fd99-4b87-ba9b-eab4b6a334dc", + "metadata": {}, + "source": [ + "#### Mirror circuit: the compute-uncompute pattern" + ] + }, + { + "cell_type": "markdown", + "id": "5605f7d3-3ace-4f96-a110-487794d19772", + "metadata": {}, + "source": [ + "A compute-uncompute circuit appends the inverse of the circuit unitary to the circuit, so that ideally the outcome is $|0\\rangle^n$, $n$ being the number of qubits. Having a compute-uncompute circuit removes the need of simulating the ideal outcome for verification. However, having a compute-uncompute type circuit also doubles the depth." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "180a82f7-057c-4a99-96fe-c11b9de30716", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from qiskit.circuit.library import UnitaryOverlap\n", + "\n", + "reference_circuit.barrier()\n", + "reference_circuit = UnitaryOverlap(reference_circuit, reference_circuit)\n", + "\n", + "reference_circuit.draw(\"mpl\", style=\"bw\")" + ] + }, + { + "cell_type": "markdown", + "id": "5c3f61f6-b920-498f-b4ec-e99413ea3ad7", + "metadata": {}, + "source": [ + "Notice that Qiskit requires a barrier between the compute and uncompute parts of the circuit in order to avoid simplification of the circuit to identity during transpilation." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "0c310411-98c7-4d8e-b22d-71cdc9366a6d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + ">> Compute-uncompute 2-qubit depth: 4 (= 2 x 2)\n" + ] + } + ], + "source": [ + "def adds_two_qubit_depth(instruction):\n", + " \"\"\"Returns True if the instruction adds two-qubit depth, False otherwise.\"\"\"\n", + " if instruction.operation.name == \"barrier\":\n", + " return False\n", + " return instruction.operation.num_qubits > 1\n", + "\n", + "depth = reference_circuit.depth(adds_two_qubit_depth) # Original depth = 2\n", + "print(f\">> Compute-uncompute 2-qubit depth: {depth} (= 2 x 2)\")" + ] + }, + { + "cell_type": "markdown", + "id": "f888300f-42c5-4bc1-9485-b115382cf5a3", + "metadata": {}, + "source": [ + "For our experimentation, we shall consider a 40 qubit $p = 5$ QAOA circuit. Note that the depth of the circuit is twice the value of $p$." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "b6cafb35-1418-4c39-bbb2-eac93c0c1d0c", + "metadata": {}, + "outputs": [], + "source": [ + "p = 5\n", + "virtual_circuit = QAOAPathCircuit(40,2*p)" + ] + }, + { + "cell_type": "markdown", + "id": "c5a5bcc5-d596-4e48-a29e-1aae43962082", + "metadata": {}, + "source": [ + "Now, we shall assign the parameters. For each layer $p$, a QAOA circuit has one parameter $\\gamma$ and one parameter $\\beta$. Therefore, the total number of parameters is $2p$." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "6995edb1-fec4-43a3-93e6-69a0cf2e88c7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "PARAMETERS:\n", + "γ:= [0.8605556614246863, -1.4464727375963786, -2.8841484100105235, -3.03774645687452, 1.9683349641197863]\n", + "β:= [2.5934197786078093, 0.6700123395200417, 1.441969420022903, 0.27410390540137985, 2.7336406607023154]\n" + ] + } + ], + "source": [ + "from numpy.random import default_rng\n", + "from numpy import pi\n", + "\n", + "rng = default_rng(seed=0)\n", + "\n", + "gamma = rng.uniform(-pi, pi, size=p).tolist()\n", + "beta = rng.uniform(-pi, pi, size=p).tolist()\n", + "\n", + "print(\"PARAMETERS:\")\n", + "print(f\"γ:= {gamma}\")\n", + "print(f\"β:= {beta}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "2dd558f0-7abb-4290-b8a6-5bbfd64ac782", + "metadata": {}, + "outputs": [], + "source": [ + "params = []\n", + "\n", + "for i in range(p):\n", + " params.append(gamma[i])\n", + " params.append(beta[i])\n", + "\n", + "virtual_circuit.assign_parameters(params, inplace=True)" + ] + }, + { + "cell_type": "markdown", + "id": "4131275c-af51-4a58-ac21-e7335e9fcb50", + "metadata": {}, + "source": [ + "Now we create the compute-uncompute version of the virtual circuit" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "545ec544-2e1f-4091-9d6f-24be12603129", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "virtual_circuit.barrier()\n", + "virtual_circuit = UnitaryOverlap(virtual_circuit, virtual_circuit)\n", + "\n", + "virtual_circuit.draw(\"mpl\", style=\"bw\", fold=-1)" + ] + }, + { + "cell_type": "markdown", + "id": "f3e578ef-79a1-475b-9d51-7bb7b12f6c2e", + "metadata": {}, + "source": [ + "We shall keep track of the 2-qubit depth of the compute-uncompute virtual circuit" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "c70f7fbc-1830-4b3c-b6d5-c2ea785c901e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2-qubit depth of the circuit is 20\n" + ] + } + ], + "source": [ + "print(f'2-qubit depth of the circuit is {virtual_circuit.depth(adds_two_qubit_depth)}')" + ] + }, + { + "cell_type": "markdown", + "id": "e6cd2503-0cfc-4a3b-8c12-f49f778166fa", + "metadata": {}, + "source": [ + "#### Select backend" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "80969801-0338-4809-bc04-454bd7ad7431", + "metadata": {}, + "outputs": [], + "source": [ + "from qiskit_ibm_runtime import QiskitRuntimeService\n", + "service = QiskitRuntimeService(channel='ibm_quantum', instance='quantum-demonstrations/main/summit-pf')" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "212fd81b-0c45-4b70-bbe8-f39c2f67f5a7", + "metadata": {}, + "outputs": [], + "source": [ + "backend = service.get_backend('ibm_pinguino1')" + ] + }, + { + "cell_type": "markdown", + "id": "eea5f251-c3a5-474f-a8fa-915fec6a98d8", + "metadata": {}, + "source": [ + "### 2. Optimize circuits and observables" + ] + }, + { + "cell_type": "markdown", + "id": "24048f5e-cd27-4bce-8e6e-ec4e9932c0f1", + "metadata": {}, + "source": [ + "#### Transpile the circuit" + ] + }, + { + "cell_type": "markdown", + "id": "b5ddcae3-a031-4ae3-914f-34f52e35f064", + "metadata": {}, + "source": [ + "It is useful to transpile the circuit before folding. This will ensure that the folded circuits are already transpiled." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "e28c89d4-6800-414a-9750-738e5efffa12", + "metadata": {}, + "outputs": [], + "source": [ + "from qiskit.transpiler.preset_passmanagers import generate_preset_pass_manager\n", + "\n", + "pm = generate_preset_pass_manager(optimization_level=3, backend=backend)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "3fdf211e-2d8e-44e6-a885-84400922aa60", + "metadata": {}, + "outputs": [], + "source": [ + "transpiled_circuit = pm.run(virtual_circuit)" + ] + }, + { + "cell_type": "markdown", + "id": "0ed64d4f-f9e5-4b6b-a822-f3ca5014e3e5", + "metadata": {}, + "source": [ + "Note that each $R_{ZZ}$ gate in the circuit, when transpiled, leads to two ECR gates. This doubles the depth of the transpiled circuit. Therefore, now we have a circuit of 2-depth 40 (pre-transpilation 2-qubit depth was 20). Thus this is a $40 \\times 40$ circuit." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "572debdb-23a8-421b-84fe-cd817dd9503c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2-qubit depth of the transpiled circuit is 40\n" + ] + } + ], + "source": [ + "print(f'2-qubit depth of the transpiled circuit is {transpiled_circuit.depth(adds_two_qubit_depth)}')" + ] + }, + { + "cell_type": "markdown", + "id": "df4d2652-3042-4698-a720-9d198eb660ce", + "metadata": {}, + "source": [ + "#### Apply layout to the observables" + ] + }, + { + "cell_type": "markdown", + "id": "8bf8d0cb-d94e-4435-8fa2-ec76c2e792bb", + "metadata": {}, + "source": [ + "For this study, we select the observable to be the average of all weight-1 Z type operators." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "15d205c4-c79b-49d6-9188-df0e94ccf064", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "SparsePauliOp(['ZIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIII', 'IZIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIII', 'IIZIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIII', 'IIIZIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIII', 'IIIIZIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIII', 'IIIIIZIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIII', 'IIIIIIZIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIII', 'IIIIIIIZIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIII', 'IIIIIIIIZIIIIIIIIIIIIIIIIIIIIIIIIIIIIIII', 'IIIIIIIIIZIIIIIIIIIIIIIIIIIIIIIIIIIIIIII', 'IIIIIIIIIIZIIIIIIIIIIIIIIIIIIIIIIIIIIIII', 'IIIIIIIIIIIZIIIIIIIIIIIIIIIIIIIIIIIIIIII', 'IIIIIIIIIIIIZIIIIIIIIIIIIIIIIIIIIIIIIIII', 'IIIIIIIIIIIIIZIIIIIIIIIIIIIIIIIIIIIIIIII', 'IIIIIIIIIIIIIIZIIIIIIIIIIIIIIIIIIIIIIIII', 'IIIIIIIIIIIIIIIZIIIIIIIIIIIIIIIIIIIIIIII', 'IIIIIIIIIIIIIIIIZIIIIIIIIIIIIIIIIIIIIIII', 'IIIIIIIIIIIIIIIIIZIIIIIIIIIIIIIIIIIIIIII', 'IIIIIIIIIIIIIIIIIIZIIIIIIIIIIIIIIIIIIIII', 'IIIIIIIIIIIIIIIIIIIZIIIIIIIIIIIIIIIIIIII', 'IIIIIIIIIIIIIIIIIIIIZIIIIIIIIIIIIIIIIIII', 'IIIIIIIIIIIIIIIIIIIIIZIIIIIIIIIIIIIIIIII', 'IIIIIIIIIIIIIIIIIIIIIIZIIIIIIIIIIIIIIIII', 'IIIIIIIIIIIIIIIIIIIIIIIZIIIIIIIIIIIIIIII', 'IIIIIIIIIIIIIIIIIIIIIIIIZIIIIIIIIIIIIIII', 'IIIIIIIIIIIIIIIIIIIIIIIIIZIIIIIIIIIIIIII', 'IIIIIIIIIIIIIIIIIIIIIIIIIIZIIIIIIIIIIIII', 'IIIIIIIIIIIIIIIIIIIIIIIIIIIZIIIIIIIIIIII', 'IIIIIIIIIIIIIIIIIIIIIIIIIIIIZIIIIIIIIIII', 'IIIIIIIIIIIIIIIIIIIIIIIIIIIIIZIIIIIIIIII', 'IIIIIIIIIIIIIIIIIIIIIIIIIIIIIIZIIIIIIIII', 'IIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIZIIIIIIII', 'IIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIZIIIIIII', 'IIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIZIIIIII', 'IIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIZIIIII', 'IIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIZIIII', 'IIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIZIII', 'IIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIZII', 'IIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIZI', 'IIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIZ'],\n", + " coeffs=[0.025+0.j, 0.025+0.j, 0.025+0.j, 0.025+0.j, 0.025+0.j, 0.025+0.j,\n", + " 0.025+0.j, 0.025+0.j, 0.025+0.j, 0.025+0.j, 0.025+0.j, 0.025+0.j,\n", + " 0.025+0.j, 0.025+0.j, 0.025+0.j, 0.025+0.j, 0.025+0.j, 0.025+0.j,\n", + " 0.025+0.j, 0.025+0.j, 0.025+0.j, 0.025+0.j, 0.025+0.j, 0.025+0.j,\n", + " 0.025+0.j, 0.025+0.j, 0.025+0.j, 0.025+0.j, 0.025+0.j, 0.025+0.j,\n", + " 0.025+0.j, 0.025+0.j, 0.025+0.j, 0.025+0.j, 0.025+0.j, 0.025+0.j,\n", + " 0.025+0.j, 0.025+0.j, 0.025+0.j, 0.025+0.j])" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from qiskit.quantum_info import SparsePauliOp\n", + "\n", + "observable = ['I'*i + 'Z' + 'I'*(virtual_circuit.num_qubits-i-1) for i in range(virtual_circuit.num_qubits)]\n", + "observable = SparsePauliOp(observable, coeffs=[1/virtual_circuit.num_qubits]*len(observable))\n", + "observable" + ] + }, + { + "cell_type": "markdown", + "id": "085fdcd9-444c-427e-9932-f0da4a6c1b90", + "metadata": {}, + "source": [ + "When the circuit is transpiled, the layout of the qubits is changed as per the transpilation process. Therefore, it is necessary to ensure that the observables are also modified as per the transpilation layout." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "f93582eb-7edc-4f1e-a4cc-5a2d79b93850", + "metadata": {}, + "outputs": [], + "source": [ + "transpiled_observable = observable.apply_layout(transpiled_circuit.layout, num_qubits=backend.num_qubits)" + ] + }, + { + "cell_type": "markdown", + "id": "53beceaa-da30-4c88-a503-4c071e721d0a", + "metadata": {}, + "source": [ + "### 3. Execute using a Qiskit Primitive" + ] + }, + { + "cell_type": "markdown", + "id": "c77a2f74-9eff-424e-a705-a57f165acd7e", + "metadata": {}, + "source": [ + "In general, $\\lambda \\in \\mathbb{Z}$, and the most default values of $\\lambda$ used for ZNE are $\\{1,3,5\\}$. However, we note that the above circuit has a 2-qubit depth of 40. Therefore, folding it with $\\lambda = 5$ will create a circuit with 2-qubit depth of 200. The signal obtained from such a deep circuit may not be reliable enough for faithful extrapolation. Therefore, we shift to partial folding, where $\\lambda \\in \\mathbb{R}$. In particular, we shall use $\\lambda = \\{1,1.2,1.4\\}$." + ] + }, + { + "cell_type": "markdown", + "id": "3a70a214-0421-4ae4-a047-532b462a4d3a", + "metadata": {}, + "source": [ + "$\\lambda = 1.2$ implies that 2 out of 10 gates are selected randomly for folding. Below we show an example of this using the prototype-zne package. Note that for the rest of the notebook, we shall use EstimatorV2 from Qiskit Runtime to apply ZNE. This is simply for better visualization." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "0f1a3e7b-b698-40c6-8e3e-04cac47e506d", + "metadata": {}, + "outputs": [], + "source": [ + "from zne.noise_amplification import TwoQubitAmplifier\n", + "\n", + "noise_amplifier = TwoQubitAmplifier(sub_folding_option='random', random_seed=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "08455ecc-ec54-4f48-9825-7a0194b91ca9", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "reference_folded_circuit = noise_amplifier.amplify_circuit_noise(reference_circuit, 1.2)\n", + "reference_folded_circuit.draw('mpl', style='bw', fold=-1)" + ] + }, + { + "cell_type": "markdown", + "id": "d410d048-6a04-47fb-8623-ead87250cb55", + "metadata": {}, + "source": [ + "Note that in the above example, only one $R_{ZZ}$ gate has been folded three times. Therefore, the folded circuit now contains 12 2-qubit gates, whereas the number of 2-qubit gates in the original reference circuit was 10.\n", + "\n", + "The original 2-qubit depth of the reference circuit was 4. We can verify the 2-qubit depth of this folded circuit." + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "4db9b1a7-dcdd-40d7-98c8-54bbe90779dd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2-qubit depth of the folded circuit with \\lambda = 1.2 is 6\n" + ] + } + ], + "source": [ + "print(f'2-qubit depth of the folded circuit with \\lambda = 1.2 is {reference_folded_circuit.depth(adds_two_qubit_depth)}')" + ] + }, + { + "cell_type": "markdown", + "id": "f63ac502-981f-460c-b136-bf36a18f1d35", + "metadata": {}, + "source": [ + "We leave it to the readers to verify that $\\lambda = 3$ and $\\lambda = 5$ would have produced a folded circuit with 2-qubit depths 12 and 20 respectively. Thus, partial folding results in significantly lower increase in depth when folded." + ] + }, + { + "cell_type": "markdown", + "id": "22a00d2a-1cb1-43c4-9cce-6993da9a086f", + "metadata": {}, + "source": [ + "#### Create the Estimator object and set its options" + ] + }, + { + "cell_type": "markdown", + "id": "2de5a045-f360-47fc-b7d7-a5ea48b159cc", + "metadata": {}, + "source": [ + "We shall create an estimator object for this study. In order to get the results corresponding to partial folding alone, we shall disable other error mitigation and suppression options such as measurement error mitigation and dynamical decoupling. However, for a general experiment, it may be more prudent to enable other mitigation and suppression methods." + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "id": "a6501afc-4d16-4ad2-bea8-e7ba1c613b53", + "metadata": {}, + "outputs": [], + "source": [ + "from qiskit_ibm_runtime import EstimatorV2\n", + "\n", + "estimator = EstimatorV2(backend=backend)\n", + "estimator.options.default_shots = 10000\n", + "\n", + "# first we disable other mitigation options\n", + "estimator.options.resilience_level = 0\n", + "estimator.options.dynamical_decoupling.enable = False\n", + "estimator.options.twirling.enable_gates = False\n", + "estimator.options.twirling.enable_measure = False\n", + "estimator.options.resilience.measure_mitigation=False\n", + "\n", + "# now we set the parameters for ZNE\n", + "estimator.options.resilience.zne_mitigation=True\n", + "estimator.options.resilience.zne.extrapolator='linear'\n", + "estimator.options.resilience.zne.noise_factors = [1,1.2,1.4]" + ] + }, + { + "cell_type": "markdown", + "id": "d1b5e73b-6cd1-4315-b5fb-c70c42c9620d", + "metadata": {}, + "source": [ + "#### Execute using the estimator" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "e05bacbb-57a2-4d8d-98d3-cbfa4b64174b", + "metadata": {}, + "outputs": [], + "source": [ + "job_partial = estimator.run([(transpiled_circuit, transpiled_observable)])" + ] + }, + { + "cell_type": "markdown", + "id": "2a6106e6-9900-4599-9e3c-7ca196ebaac0", + "metadata": {}, + "source": [ + "### Step 4: Postprocess and Analyze" + ] + }, + { + "cell_type": "markdown", + "id": "938521e7-3aaa-47ee-a098-5c897b30a397", + "metadata": {}, + "source": [ + "Now we can find the extrapolated expectation value." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "465750df-937d-49e3-8991-5061b9b91b6f", + "metadata": {}, + "outputs": [], + "source": [ + "result_partial = job_partial.result()[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "769bc5d0-7b54-4653-8a3e-bde72b5721c2", + "metadata": {}, + "outputs": [], + "source": [ + "mean_partial_mitigated = result_partial.data.evs\n", + "std_partial_mitigated = result_partial.data.stds" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "b7d00e0c-a11b-4492-93e8-40826937c492", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Mitigated expectation value with partial folding is 0.6998237438506633 +/- 0.12684126427220854\n" + ] + } + ], + "source": [ + "print(f'Mitigated expectation value with partial folding is {mean_partial_mitigated} +/- {std_partial_mitigated}')" + ] + }, + { + "cell_type": "markdown", + "id": "0e3688f4-8470-4703-8146-e6062f4556fd", + "metadata": {}, + "source": [ + "We note that the mitigated expectation value is $\\sim 0.7$, which is quite close to the ideal expectation value of $1$. The mitigated expectation value can be further improved by turning on measurement error mitigation, twirling, dynamical decoupling etc. We refrain from using higher order extrapolators for this example since it is shown that linear extrapolators are often sufficient with partial folding, showing better accuracy than higher-order extrapolators. Furthermore, linear extrapolators are known to be more stable than higher order extrapolators as well. Refer to the paper Best Practices for Quantum Error Mitigation with Digital Zero-Noise Extrapolation for a detailed study on applying dZNE on problems of varying depth and qubit count." + ] + }, + { + "cell_type": "markdown", + "id": "680d2f0f-3ec2-4e87-933b-51b7a961e342", + "metadata": {}, + "source": [ + "### Cross-verify" + ] + }, + { + "cell_type": "markdown", + "id": "cc5322b4-11f6-4412-be49-782dcd134e2e", + "metadata": {}, + "source": [ + "Let us cross verify that using partial folding indeed provides better extrapolated expectation value than the usual ZNE folding with $\\lambda \\in \\{1,3,5\\}$. For this, we rerun the QAOA circuit with these values of $\\lambda$ and obtain the extrapolated expectation value.\n", + "\n", + "For this, we use both the linear and the exponential extrapolator to verify whether for any of these the mitigated expectation value can be as good as, or better than partial folding." + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "7b63db5e-a89e-4f52-9b1c-cbe1f1b855fc", + "metadata": {}, + "outputs": [], + "source": [ + "from qiskit_ibm_runtime import Batch\n", + "from qiskit_ibm_runtime import EstimatorOptions\n", + "\n", + "options = EstimatorOptions()\n", + "options.default_shots = 10000\n", + "\n", + "# first we disable other mitigation options\n", + "options.resilience_level = 0\n", + "options.dynamical_decoupling.enable = False\n", + "options.twirling.enable_gates = False\n", + "options.twirling.enable_measure = False\n", + "options.resilience.measure_mitigation=False\n", + "\n", + "# now we set the parameters for ZNE\n", + "estimator.options.resilience.zne_mitigation=True\n", + "estimator.options.resilience.zne.noise_factors = [1,3,5]" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "68944a76-e4ff-4008-b6fb-c5710c4f5db9", + "metadata": {}, + "outputs": [], + "source": [ + "jobs = {}\n", + "with Batch(backend=backend) as batch:\n", + " estimator = EstimatorV2(session=batch, options=options)\n", + "\n", + " # Linear extrapolation\n", + " extrapolator = 'linear'\n", + " estimator.options.resilience.zne.extrapolator = extrapolator\n", + " jobs[extrapolator] = estimator.run([(transpiled_circuit, transpiled_observable)])\n", + "\n", + " # Exponential extrapolation\n", + " extrapolator = 'exponential'\n", + " estimator.options.resilience.zne.extrapolator = extrapolator\n", + " jobs[extrapolator] = estimator.run([(transpiled_circuit, transpiled_observable)])" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "2180c079-878b-40c4-9c3f-66dca00a5ca9", + "metadata": {}, + "outputs": [], + "source": [ + "results = {extrapolator: job.result()[0] for extrapolator, job in jobs.items()}" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "2e4b4ec8-8828-4cd1-a6ce-79cbf0ebc201", + "metadata": {}, + "outputs": [], + "source": [ + "mean_linear_mitigated = results['linear'].data.evs\n", + "std_linear_mitigated = results['linear'].data.stds\n", + "\n", + "mean_exp_mitigated = results['exponential'].data.evs\n", + "std_exp_mitigated = results['exponential'].data.stds" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "3ebf329c-72a2-4dac-a845-96a35baf4cd2", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Mitigated expectation value with linear extrapolator without partial folding is 0.2022550000000001 +/- 0.0015346512722765394\n" + ] + } + ], + "source": [ + "print(f'Mitigated expectation value with linear extrapolator without partial folding is {mean_linear_mitigated} +/- {std_linear_mitigated}')" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "18ae1a11-3d43-4873-bfa3-3b93570e2822", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Mitigated expectation value with exponential extrapolator without partial folding is 0.207345 +/- 0.0015341147455454564\n" + ] + } + ], + "source": [ + "print(f'Mitigated expectation value with exponential extrapolator without partial folding is {mean_exp_mitigated} +/- {std_exp_mitigated}')" + ] + }, + { + "cell_type": "markdown", + "id": "6a1565b2-6a4b-445e-ade0-001af612adc4", + "metadata": {}, + "source": [ + "### Inference" + ] + }, + { + "cell_type": "markdown", + "id": "026984c5-9491-40b6-86b9-b05523454364", + "metadata": {}, + "source": [ + "These results clearly show how unreliable ZNE mitigation with $\\lambda \\in \\mathbb{Z}$ can get for deep circuits. Therefore, it is always a good practice to shift to partial folding for computations involving large circuits.\n", + "\n", + "It is still an open question at what depth it becomes better to shift to partial folding. However, a general approach can be to pre-calculate the depth of the folded circuit, and decide whether any reliable signal can be obtained from them. In the 6-qubit example with $reference circuit$, the depth is clearly low, and reliable signal can be obtained with $\\lambda = 3$ or $\\lambda = 5$. However, for the $40 \\times 40$ circuit, the depth is clearly too high for obtaining any reliable signal with $\\lambda = 3$ or $\\lambda = 5$. Therefore, partial folding is a clear choice here." + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "id": "1b1dfbb3-3442-45dc-b654-3d6686e38628", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "qiskit runtime version 0.23.0\n", + "qiskit version 1.0.2\n" + ] + } + ], + "source": [ + "import qiskit_ibm_runtime\n", + "import qiskit\n", + "\n", + "print(f\"qiskit runtime version {qiskit_ibm_runtime.version.get_version_info()}\")\n", + "print(f\"qiskit version {qiskit.version.get_version_info()}\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ce84de60-65ef-47c7-9f71-2e5d2220e95d", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "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": "3.11.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}