qiskit-documentation/docs/guides/custom-backend.ipynb

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{
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{
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"tags": [
"remove-cell"
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"source": [
"# Don't use SVGs for this file because the images are too large,\n",
"# and the SVGs are much larger than their PNGs equivalents.\n",
"%config InlineBackend.figure_format='png'"
]
},
{
"cell_type": "markdown",
"id": "9429c31d-84b1-4547-9227-0b2fcf8a0193",
"metadata": {},
"source": [
"# Transpile against custom backends\n",
"\n",
"{/* cspell:ignore LOCC */}\n",
"\n",
"One of the more powerful features of Qiskit is the ability to support unique device configurations. Qiskit is built to be agnostic to the provider of the quantum hardware you use, and providers can configure the `BackendV2` object to their own unique device properties. This topic demonstrates how to configure your own backend and transpile quantum circuits against them.\n",
"\n",
"You can create unique `BackendV2` objects with different geometries or basis gates and transpile your circuits with those configurations in mind. The example below covers a backend with a disjoint qubit lattice, whose basis gates are different along the edges from within the bulk."
]
},
{
"cell_type": "markdown",
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"## Understand the Provider, BackendV2, and Target interfaces\n",
"\n",
"Before beginning, it is helpful to understand the usage and purpose of the [`Provider`](../api/qiskit/providers), [`BackendV2`](../api/qiskit/qiskit.providers.BackendV2), and [`Target`](../api/qiskit/qiskit.transpiler.Target) objects.\n",
"\n",
"- If you have a quantum device or simulator that you want to integrate into the Qiskit SDK, you need to write your own `Provider` class. This class serves a single purpose: to get backend objects that you provide. This is where any required credential and/or authentication tasks are handled. Once instantiated, the provider object will then provide a list of backends as well as the ability to acquire/instantiate backends.\n",
"\n",
"- Next, the backend classes provide the interface between the Qiskit SDK and the hardware or simulator that will execute circuits. They include all necessary information to describe a backend to the transpiler so that it can optimize any circuit according to its constraints. A `BackendV2` is built of four main parts:\n",
" - A [`Target`](../api/qiskit/qiskit.transpiler.Target) property, which contains a description of the constraints of the backend and provides a model of the backend for the transpiler\n",
" - A `max_circuits` property that defines a limit on the number of circuits a backend can execute in a single job\n",
" - A `run()` method that accept job submissions\n",
" - A set of `_default_options` to define the user configurable options and their default values"
]
},
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"## Create a custom BackendV2\n",
"\n",
"The `BackendV2` object is an abstract class used for all backend objects created by a provider (either within `qiskit.providers` or another library such as [`qiskit_ibm_runtime.IBMBackend`](../api/qiskit-ibm-runtime/qiskit_ibm_runtime.IBMBackend)). As mentioned above, these objects contain several attributes, including a [`Target`](/api/qiskit/qiskit.transpiler.Target). The `Target` contains information that specifies the backend's attributes - such as the [`Coupling Map`](/api/qiskit/qiskit.transpiler.CouplingMap), list of [`Instructions`](/api/qiskit/qiskit.circuit.Instruction), and others - to the transpiler. In addition to the `Target`, one can also define pulse-level details such as the [`DriveChannel`](/api/qiskit/qiskit.pulse.channels.DriveChannel) or [`ControlChannel`](/api/qiskit/qiskit.pulse.channels.ControlChannel).\n",
"\n",
"The following example demonstrates this customization by creating a simulated multi-chip backend, where each chip possesses a heavy-hex connectivity. The example specifies the backend's two-qubit gate set to be [`CZGates`](../api/qiskit/qiskit.circuit.library.CZGate) within each chip and [`CXGates`](../api/qiskit/qiskit.circuit.library.ECRGate) between chips. First, create your own `BackendV2` and customize its `Target` with single and two-qubit gates according to the previously described constraints.\n",
"\n",
"<Admonition type=\"tip\" title=\"graphviz library\">\n",
"Plotting a coupling map requires the [`graphviz`](https://graphviz.org/) library to be installed.\n",
"</Admonition>"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "b346f50b-b127-4074-99fc-7c53e3fbc022",
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import rustworkx as rx\n",
"\n",
"from qiskit.providers import BackendV2, Options\n",
"from qiskit.transpiler import Target, InstructionProperties\n",
"from qiskit.circuit.library import XGate, SXGate, RZGate, CZGate, ECRGate\n",
"from qiskit.circuit import Measure, Delay, Parameter, IfElseOp, Reset\n",
"from qiskit import QuantumCircuit, transpile\n",
"from qiskit.visualization import plot_gate_map, plot_coupling_map\n",
"\n",
"\n",
"\n",
"class FakeLOCCBackend(BackendV2):\n",
" \"\"\"Fake multi chip backend.\"\"\"\n",
"\n",
" def __init__(self, distance=3, number_of_chips=3):\n",
" \"\"\"Instantiate a new fake multi chip backend.\n",
"\n",
" Args:\n",
" distance (int): The heavy hex code distance to use for each chips'\n",
" coupling map. This number **must** be odd. The distance relates\n",
" to the number of qubits by:\n",
" :math:`n = \\\\frac{5d^2 - 2d - 1}{2}` where :math:`n` is the\n",
" number of qubits and :math:`d` is the ``distance``\n",
" number_of_chips (int): The number of chips to have in the multichip backend\n",
" each chip will be a heavy hex graph of ``distance`` code distance.\n",
" \"\"\"\n",
" super().__init__(name='Fake LOCC backend')\n",
" # Create a heavy-hex graph using the rustworkx library, then instantiate a new target\n",
" self._graph = rx.generators.directed_heavy_hex_graph(distance, bidirectional=False)\n",
" num_qubits = len(self._graph) * number_of_chips\n",
" self._target = Target(\"Fake multi-chip backend\", num_qubits=num_qubits)\n",
"\n",
" # Generate instruction properties for single qubit gates and a measurement, delay,\n",
" # and reset operation to every qubit in the backend.\n",
" rng = np.random.default_rng(seed=12345678942)\n",
" rz_props = {}\n",
" x_props = {}\n",
" sx_props = {}\n",
" measure_props = {}\n",
" delay_props = {}\n",
"\n",
" # Add 1q gates. Globally use virtual rz, x, sx, and measure\n",
" for i in range(num_qubits):\n",
" qarg = (i,)\n",
" rz_props[qarg] = InstructionProperties(error=0.0, duration=0.0)\n",
" x_props[qarg] = InstructionProperties(\n",
" error=rng.uniform(1e-6, 1e-4), duration=rng.uniform(1e-8, 9e-7)\n",
" )\n",
" sx_props[qarg] = InstructionProperties(\n",
" error=rng.uniform(1e-6, 1e-4), duration=rng.uniform(1e-8, 9e-7)\n",
" )\n",
" measure_props[qarg] = InstructionProperties(\n",
" error=rng.uniform(1e-3, 1e-1), duration=rng.uniform(1e-8, 9e-7)\n",
" )\n",
" delay_props[qarg] = None\n",
" self._target.add_instruction(XGate(), x_props)\n",
" self._target.add_instruction(SXGate(), sx_props)\n",
" self._target.add_instruction(RZGate(Parameter(\"theta\")), rz_props)\n",
" self._target.add_instruction(Measure(), measure_props)\n",
" self._target.add_instruction(Reset(), measure_props)\n",
"\n",
" self._target.add_instruction(Delay(Parameter(\"t\")), delay_props)\n",
" # Add chip local 2q gate which is CZ\n",
" cz_props = {}\n",
" for i in range(number_of_chips):\n",
" for root_edge in self._graph.edge_list():\n",
" offset = i * len(self._graph)\n",
" edge = (root_edge[0] + offset, root_edge[1] + offset)\n",
" cz_props[edge] = InstructionProperties(\n",
" error=rng.uniform(7e-4, 5e-3), duration=rng.uniform(1e-8, 9e-7)\n",
" )\n",
" self._target.add_instruction(CZGate(), cz_props)\n",
"\n",
" cx_props = {}\n",
" # Add interchip 2q gates which are ecr (effectively CX)\n",
" # First determine which nodes to connect\n",
" node_indices = self._graph.node_indices()\n",
" edge_list = self._graph.edge_list()\n",
" inter_chip_nodes = {}\n",
" for node in node_indices:\n",
" count = 0\n",
" for edge in edge_list:\n",
" if node == edge[0]:\n",
" count+=1\n",
" if count == 1:\n",
" inter_chip_nodes[node] = count\n",
" # Create inter-chip ecr props\n",
" cx_props = {}\n",
" inter_chip_edges = list(inter_chip_nodes.keys())\n",
" for i in range(1, number_of_chips):\n",
" offset = i * len(self._graph)\n",
" edge = (inter_chip_edges[1] + (len(self._graph) * (i-1)) , inter_chip_edges[0] + offset)\n",
" cx_props[edge] = InstructionProperties(\n",
" error=rng.uniform(7e-4, 5e-3), duration=rng.uniform(1e-8, 9e-7)\n",
" )\n",
"\n",
" self._target.add_instruction(ECRGate(), cx_props)\n",
"\n",
" @property\n",
" def target(self):\n",
" return self._target\n",
"\n",
" @property\n",
" def max_circuits(self):\n",
" return None\n",
"\n",
" @property\n",
" def graph(self):\n",
" return self._graph\n",
"\n",
"\n",
" @classmethod\n",
" def _default_options(cls):\n",
" return Options(shots=1024)\n",
"\n",
" def run(self, circuit, **kwargs):\n",
" raise NotImplementedError(\"This backend does not contain a run method\")"
]
},
{
"cell_type": "markdown",
"id": "64a418fa-7a7e-4a12-b9c9-ff7377bffed4",
"metadata": {},
"source": [
"### Visualize backends\n",
"\n",
"You can view the connectivity graph of this new class with the [`plot_gate_map()`](../api/qiskit/qiskit.visualization.plot_gate_map) method from the `qiskit.visualization` module. This method, along with [`plot_coupling_map()`](../api/qiskit/qiskit.visualization.plot_coupling_map) and [`plot_circuit_layout()`](../api/qiskit/qiskit.visualization.plot_circuit_layout), are helpful tools for visualizing the qubit arrangement of a backend, as well as how a circuit is laid out across the qubits of a backend. This example creates a backend containing three small heavy-hex chips. It specifies a set of coordinates to arrange the qubits, as well as a set of custom colors for the differing two-qubit gates."
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "fcc3056a-4e89-4b35-a0d5-e5c676459cc2",
"metadata": {},
"outputs": [],
"source": [
"backend = FakeLOCCBackend(3, 3)\n",
"\n",
"\n",
"target = backend.target\n",
"coupling_map_backend = target.build_coupling_map()\n",
"\n",
"\n",
"coordinates = [(3, 1),\n",
" (3, -1),\n",
" (2, -2),\n",
" (1,1),\n",
" (0,0),\n",
" (-1, -1),\n",
" (-2, 2),\n",
" (-3, 1),\n",
" (-3, -1),\n",
" (2, 1),\n",
" (1, -1),\n",
" (-1, 1),\n",
" (-2, -1),\n",
" (3, 0),\n",
" (2, -1),\n",
" (0, 1),\n",
" (0, -1),\n",
" (-2, 1),\n",
" (-3, 0)]\n",
"\n",
"single_qubit_coordinates = []\n",
"total_qubit_coordinates = []\n",
"\n",
"\n",
"for coordinate in coordinates:\n",
" total_qubit_coordinates.append(coordinate)\n",
"\n",
"for coordinate in coordinates:\n",
" total_qubit_coordinates.append((-1*coordinate[0]+1, coordinate[1]+4))\n",
"\n",
"for coordinate in coordinates:\n",
" total_qubit_coordinates.append((coordinate[0], coordinate[1]+8))\n",
"\n",
"\n",
"\n",
"\n",
"line_colors = [\"#adaaab\" for edge in coupling_map_backend.get_edges()]\n",
"ecr_edges = []\n",
"\n",
"# Get tuples for the edges which have an ecr instruction attached\n",
"for instruction in target.instructions:\n",
" if instruction[0].name == 'ecr':\n",
" ecr_edges.append(instruction[1])\n",
"\n",
"for i, edge in enumerate(coupling_map_backend.get_edges()):\n",
" if edge in ecr_edges:\n",
" line_colors[i] = \"#000000\""
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "6dc04d04-7afb-46f2-8ee6-ac961e4583f5",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Fake LOCC backend\n"
]
},
{
"data": {
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",
"text/plain": [
"<Figure size 1375.4x823.4 with 1 Axes>"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"print(backend.name)\n",
"plot_gate_map(backend, plot_directed=True, qubit_coordinates=total_qubit_coordinates, line_color=line_colors)"
]
},
{
"cell_type": "markdown",
"id": "d61da191-caa0-4175-a5f4-741b60905cdc",
"metadata": {},
"source": [
"Each qubit is labeled, and colored arrows represent the two-qubit gates. Gray arrows are the CZ gates and the black arrows are the inter-chip CX gates (these connect qubits $6 \\rightarrow 21$ and $25 \\rightarrow 40$). The direction of the arrow indicates the default direction in which these gates are executed; they specify which qubits are control/targets by default for each two-qubit channel."
]
},
{
"cell_type": "markdown",
"id": "59dc66df-5fb8-4844-922c-714fa86f08d5",
"metadata": {},
"source": [
"## Transpile against custom backends\n",
"\n",
"Now that a custom backend with its own unique [`Target`](../api/qiskit/qiskit.transpiler.Target) has been defined, it is straightforward to transpile quantum circuits against this backend, since all the relevant constraints (basis gates, qubit connectivity, and so forth) needed for transpiler passes are contained within this attribute. The next example builds a circuit that creates a large GHZ state and transpiles it against the backend constructed above."
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "cf2b1e0f-e6a1-4274-af7b-e5d4d3df6add",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Pre-Transpilation: \n",
"CX gates: 49\n",
"H gates: 50\n",
"\n",
" ############################## \n",
"\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Post-Transpilation: \n",
"CZ gates: 149\n",
"ECR gates: 6\n",
"SX gates: 297\n",
"RZ gates: 216\n"
]
}
],
"source": [
"from qiskit.transpiler.preset_passmanagers import generate_preset_pass_manager\n",
"from qiskit import QuantumCircuit\n",
"\n",
"num_qubits = 50\n",
"ghz = QuantumCircuit(num_qubits)\n",
"ghz.h(range(num_qubits))\n",
"ghz.cx(0, range(1, num_qubits))\n",
"op_counts = ghz.count_ops()\n",
"\n",
"print(\"Pre-Transpilation: \")\n",
"print(f\"CX gates: {op_counts['cx']}\")\n",
"print(f\"H gates: {op_counts['h']}\")\n",
"print('\\n', 30*'#', '\\n')\n",
"\n",
"pm = generate_preset_pass_manager(optimization_level=3, backend=backend)\n",
"transpiled_ghz = pm.run(ghz)\n",
"op_counts = transpiled_ghz.count_ops()\n",
"\n",
"print(\"Post-Transpilation: \")\n",
"print(f\"CZ gates: {op_counts['cz']}\")\n",
"print(f\"ECR gates: {op_counts['ecr']}\")\n",
"print(f\"SX gates: {op_counts['sx']}\")\n",
"print(f\"RZ gates: {op_counts['rz']}\")"
]
},
{
"cell_type": "markdown",
"id": "58625e26-e078-4ee6-8549-362762450a3b",
"metadata": {},
"source": [
"The transpiled circuit now contains a mixture of `CZ` and `ECR` gates,which we specified as the basis gates in the backend's `Target`. There are also quite a few more gates than you started with because of the need to insert SWAP instructions after choosing a layout. Below, the [`plot_circuit_layout()`](/api/qiskit/qiskit.visualization.plot_circuit_layout) visualization tool is used to specify which qubits and two-qubit channels were used in this circuit."
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "b51657ed-bb37-4e1a-9dea-8189b4229d24",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1375.4x823.4 with 1 Axes>"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from qiskit.visualization import plot_circuit_layout\n",
"\n",
"plot_circuit_layout(transpiled_ghz, backend, qubit_coordinates=total_qubit_coordinates)"
]
},
{
"cell_type": "markdown",
"id": "ec002958-7eda-4329-aabb-cdf1b4c61403",
"metadata": {},
"source": [
"## Create unique backends\n",
"\n",
"The [rustworkx](https://www.rustworkx.org/) package contains a large library of different graphs and enables the creation of custom graphs. The visually interesting code below creates a backend inspired by the toric code. You can then visualize the backend using the functions from the [Visualize backends](#visualize-backends) section."
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "82b8fa47-b37f-4136-9e3a-ffa5bc72fdf5",
"metadata": {},
"outputs": [],
"source": [
"class FakeTorusBackend(BackendV2):\n",
" \"\"\"Fake multi chip backend.\"\"\"\n",
"\n",
" def __init__(self):\n",
" \"\"\"Instantiate a new backend that is inspired by a toric code\"\"\"\n",
" super().__init__(name='Fake LOCC backend')\n",
" graph = rx.generators.directed_grid_graph(20, 20)\n",
" for column in range(20):\n",
" graph.add_edge(column, 19*20 + column, None)\n",
" for row in range(20):\n",
" graph.add_edge(row * 20, row * 20 + 19, None)\n",
" num_qubits = len(graph)\n",
" rng = np.random.default_rng(seed=12345678942)\n",
" rz_props = {}\n",
" x_props = {}\n",
" sx_props = {}\n",
" measure_props = {}\n",
" delay_props = {}\n",
" self._target = Target(\"Fake Kookaburra\", num_qubits=num_qubits)\n",
" # Add 1q gates. Globally use virtual rz, x, sx, and measure\n",
" for i in range(num_qubits):\n",
" qarg = (i,)\n",
" rz_props[qarg] = InstructionProperties(error=0.0, duration=0.0)\n",
" x_props[qarg] = InstructionProperties(\n",
" error=rng.uniform(1e-6, 1e-4), duration=rng.uniform(1e-8, 9e-7)\n",
" )\n",
" sx_props[qarg] = InstructionProperties(\n",
" error=rng.uniform(1e-6, 1e-4), duration=rng.uniform(1e-8, 9e-7)\n",
" )\n",
" measure_props[qarg] = InstructionProperties(\n",
" error=rng.uniform(1e-3, 1e-1), duration=rng.uniform(1e-8, 9e-7)\n",
" )\n",
" delay_props[qarg] = None\n",
" self._target.add_instruction(XGate(), x_props)\n",
" self._target.add_instruction(SXGate(), sx_props)\n",
" self._target.add_instruction(RZGate(Parameter(\"theta\")), rz_props)\n",
" self._target.add_instruction(Measure(), measure_props)\n",
" self._target.add_instruction(Reset(), measure_props)\n",
" self._target.add_instruction(Delay(Parameter(\"t\")), delay_props)\n",
" cz_props = {}\n",
" for edge in graph.edge_list():\n",
" offset = i * len(graph)\n",
" cz_props[edge] = InstructionProperties(\n",
" error=rng.uniform(7e-4, 5e-3), duration=rng.uniform(1e-8, 9e-7)\n",
" )\n",
" self._target.add_instruction(CZGate(), cz_props)\n",
"\n",
" @property\n",
" def target(self):\n",
" return self._target\n",
"\n",
" @property\n",
" def max_circuits(self):\n",
" return None\n",
"\n",
" @classmethod\n",
" def _default_options(cls):\n",
" return Options(shots=1024)\n",
"\n",
" def run(self, circuit, **kwargs):\n",
" raise NotImplementedError(\"Lasciate ogne speranza, voi ch'intrate\")"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "1d40864a-7695-438b-95bf-7724c34d92b4",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 400x400 with 1 Axes>"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"backend = FakeTorusBackend()\n",
"# We set `figsize` to a smaller size to make the documentation website faster\n",
"# to load. Normally, you do not need to set the argument.\n",
"plot_gate_map(backend, figsize=(4, 4))"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "341a0256-4a76-4d84-b598-5fc4d9fbef19",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"CZ gates: 784\n",
"X gates: 3\n",
"SX gates: 1441\n",
"RZ gates: 879\n"
]
}
],
"source": [
"num_qubits = int(backend.num_qubits / 2)\n",
"full_device_bv = QuantumCircuit(num_qubits, num_qubits - 1)\n",
"full_device_bv.x(num_qubits - 1)\n",
"full_device_bv.h(range(num_qubits))\n",
"full_device_bv.cx(range(num_qubits - 1), num_qubits - 1)\n",
"full_device_bv.h(range(num_qubits))\n",
"full_device_bv.measure(range(num_qubits - 1), range(num_qubits - 1));\n",
"tqc = transpile(full_device_bv, backend, optimization_level=3)\n",
"op_counts = tqc.count_ops()\n",
"print(f\"CZ gates: {op_counts['cz']}\")\n",
"print(f\"X gates: {op_counts['x']}\")\n",
"print(f\"SX gates: {op_counts['sx']}\")\n",
"print(f\"RZ gates: {op_counts['rz']}\")"
]
}
],
"metadata": {
"description": "Learn how to create your own custom backends and transpile circuits against them",
"kernelspec": {
"display_name": "Python 3",
"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"
},
"title": "Transpile against custom backends"
},
"nbformat": 4,
"nbformat_minor": 2
}