{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"# Tomography of a CNOT Gate"
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"This notebook is directed to explain how a Quantum Process Tomography experiment can be performed in Perceval. 2 qubit Heralded CNOT gate (created using the Knill CNOT) is used as the *target* gate operation under study to demonstrate the experiment and the results."
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"## Quantum Process Tomography\n",
"Quantum Process Tomography (QPT) is a tool to reconstruct the mathematical operation associated to a physical gate by a series of different measurements on different inputs. QPT scales exponentially with the number of qubits. Any quantum channel (completely positive quantum operation) has a $\\chi$ matrix representation : $$\\varepsilon(\\rho)=\\sum_{m,n}\\chi_{mn}E_m\\rho E_n^†$$QPT reconstructs the $\\chi$ matrix.\n"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import perceval as pcvl\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"\n",
"from perceval.utils import NoiseModel\n",
"from perceval.components import catalog, Processor, BS\n",
"from perceval.algorithm import ProcessTomography\n",
"from perceval.algorithm.tomography import is_physical, process_fidelity\n",
"from perceval.algorithm import ProcessTomographyMLE, StateTomographyMLE\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"#### In Perceval\n",
"\n",
"*ProcessTomography* requires a Perceval *Processor* as input which includes the *Source* and the *Gate* or *Operation Circuit* under study. Note that any source imperfections needs to be included in the Processor. Any heralding and/or any post-selection should also be defined within the *Processor* (see *Processor* for more information)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"#### The Heralded (Knill) CNOT gate"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"image/svg+xml": [
"\n",
""
],
"text/plain": [
""
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"cnot = catalog[\"heralded cnot\"].build_processor()\n",
"pcvl.pdisplay(cnot, recursive=True)"
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"Instantiating a *ProcessTomography* object with Knill CNOT gate from Perceval's catalog with a perfect source and computing the $\\chi$ matrix for the gate operation."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"qpt = ProcessTomography(operator_processor=cnot)\n",
"chi_op = qpt.chi_matrix() # computing the chi matrix\n",
"pcvl.pdisplay(qpt, render_size=(15,30)) # visualization of the same chi"
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"## Process Fidelity Computations\n",
"\n",
"Once having the χ matrix, it might be useful to know how close the heralded gate is to the real CNOT operation. We can compute the process fidelity $$F_{\\chi}= Tr({\\chi}_{ideal} {\\chi}_{physical})$$"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Process Fidelity of CNOT gate operation 1.0000000000000009\n"
]
}
],
"source": [
"# checking fidelity\n",
"op_CX = np.array([[1, 0, 0, 0],\n",
" [0, 1, 0, 0],\n",
" [0, 0, 0, 1],\n",
" [0, 0, 1, 0]], dtype=np.cdouble)\n",
"\n",
"chi_op_ideal = qpt.chi_target(op_CX)\n",
"cnot_fidelity = process_fidelity(chi_op, chi_op_ideal)\n",
"print(\"Process Fidelity of CNOT gate operation\", cnot_fidelity)"
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"As expected, the fidelity is one. The gate behaves as designed in the ideal case."
]
},
{
"cell_type": "markdown",
"metadata": {
"ExecuteTime": {
"end_time": "2023-11-10T15:04:01.749081Z",
"start_time": "2023-11-10T15:04:01.727851Z"
},
"collapsed": false
},
"source": [
"## Average fidelity\n",
"Computing the process fidelity can be quite long because we are manipulating matrices that scale exponentially with the number of qubits. If we are only interested in the fidelity of the gate, we can compute its average fidelity : $$\\bar{F}= \\frac{1}{d+1}+\\frac{1}{d^2(d+1)}\\sum_j Tr(U E_j^† U^† \\varepsilon(E_j))$$"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"average fidelity : 0.9999999999999993\n"
]
}
],
"source": [
"f_avg = qpt.average_fidelity(op_CX)\n",
"print(\"average fidelity :\",f_avg)"
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"## Physicality of the maps\n",
"\n",
"When we reconstruct a process map, an important question is to know whether it is physical or not. A map is called physical if it is trace-preserving (TP), Hermitian, and completely positive (CP).\n",
"\n",
"A map is TP if its $\\chi$ matrix is trace 1. To check the CP part is a bit more difficult: The general algorithm (for finite dimensions is using the Choi-Jamiolkowski-isomorphism).\n",
"\n",
"A map $\\epsilon$ is CP iff the Choi matrix\n",
"$$S:=(\\varepsilon \\otimes I_d)(\\ket{\\Omega}\\bra{\\Omega})$$\n",
"is a positive semidefinite matrix, where ∣Ω⟩=∑i=1d∣ii⟩ is the maximally entangled state."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Results from testing the physicality of the Chi matrix for the CNOT gate operation\n",
"{'Trace=1': True, 'Hermitian': True, 'Completely Positive': True}\n"
]
}
],
"source": [
"print('Results from testing the physicality of the Chi matrix for the CNOT gate operation')\n",
"print(is_physical(chi_op, 2))"
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"It must be mentioned that the $\\chi$ computed by tomography is normalized by the gate efficiency to be a trace preserving physical map. The user can, however, ask for the un-normalized $\\chi$ and the gate efficiency if needed."
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Un normalized Chi matrix is not physical: not Trace preserving\n",
"{'Trace=1': False, 'Hermitian': True, 'Completely Positive': True}\n",
"Gate efficiency of the Knill CNOT implemented is = (0.07407407407407408-9.33833350393588e-20j)\n"
]
}
],
"source": [
"chi_raw = qpt.chi_unnormalized\n",
"gate_eff = qpt.gate_efficiency\n",
"print(\"Un normalized Chi matrix is not physical: not Trace preserving\")\n",
"print(is_physical(chi_raw, 2))\n",
"print(\"Gate efficiency of the Knill CNOT implemented is =\", gate_eff)"
]
},
{
"cell_type": "markdown",
"metadata": {
"ExecuteTime": {
"end_time": "2023-11-10T15:13:25.676465Z",
"start_time": "2023-11-10T15:13:25.663909Z"
},
"collapsed": false
},
"source": [
"## Error Process Map\n",
"\n",
"A nice way to highlight the errors in the computation is to look at the error process map. $$\\chi_{err}=V \\chi V^†$$\n",
"\n",
"$$V_{mn} = \\frac{Tr(E_m^† E_n U^†)}{d}$$\n",
"\n",
"The error map is computed in the following cell by incorporating source imperfections to the CNOT gate processor."
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"The upper left coefficient of the error process map (0.9459712095770586-4.166763721283864e-17j)\n"
]
}
],
"source": [
"# Error map for an operation with an imperfect source with properties g2=0.00732, indistinguishability=0.9438\n",
"noise = NoiseModel(g2=0.00732, indistinguishability=0.9438)\n",
"cnot_imperfect_src = catalog[\"heralded cnot\"].build_processor()\n",
"cnot_imperfect_src.noise = noise\n",
"\n",
"qpt_imperfect_source = ProcessTomography(nqubit=2, operator_processor=cnot_imperfect_src)\n",
"chi_op_imperfect_src = qpt_imperfect_source.chi_matrix() # computing the chi matrix\n",
"\n",
"U=qpt_imperfect_source.error_process_matrix(chi_op_imperfect_src, op_CX)\n",
"\n",
"# many values too small in U, filtering them out\n",
"U = np.where(abs(U)<1e-6, 0, U)\n",
"\n",
"plt.imshow((abs(U)), norm='logit')\n",
"plt.suptitle('Absolute values of Error Process Map')\n",
"plt.title('Colors on log scale, white pixels denote values where U=0')\n",
"plt.colorbar()\n",
"plt.show()\n",
"\n",
"print('The upper left coefficient of the error process map', U[0,0])"
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"The upper left coefficient is the process fidelity while all the other non-zero coefficients represent some kind of errors. For example, non-zero imaginary coefficients on the first row (or first column) represent first-order unitary errors. Non-zero diagonal coefficients represent Pauli errors."
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"## Maximum Likelihood Estimation (MLE) for Tomography"
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"An interesting question is to explore techniques to generate completely positive maps. Perceval features an implementations of maximum likelihood estimation for State and Process Tomography."
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"State Tomography using MLE is demonstrated by creating a processor that generates a GHZ state."
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Fidelity of the GHZ state reconstruction : 1.0000000000000009\n",
"Trace of the reconstructed density matrix : (1+0j)\n"
]
}
],
"source": [
"GHZ_TARGET = np.zeros((8, 8))\n",
"GHZ_TARGET[0, 0], GHZ_TARGET[0, -1], GHZ_TARGET[-1, 0], GHZ_TARGET[-1, -1] = 1, 1, 1, 1\n",
"GHZ_TARGET /= 2\n",
"\n",
"# Creating a processor to generate GHZ state\n",
"ghz_state_proc = Processor(\"SLOS\", 6)\n",
"ghz_state_proc.add(0, BS.H())\n",
"ghz_state_proc.add(0, cnot)\n",
"ghz_state_proc.add(2, cnot)\n",
"\n",
"# performing state tomography on the processor to reconstruct GHZ state\n",
"s_mle = StateTomographyMLE(ghz_state_proc)\n",
"ghz_state = s_mle.state_tomography_density_matrix()\n",
"\n",
"fidelity = s_mle.state_fidelity(GHZ_TARGET, ghz_state)\n",
"\n",
"print(\"Fidelity of the GHZ state reconstruction :\", fidelity)\n",
"print(\"Trace of the reconstructed density matrix :\", np.trace(ghz_state))"
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"The Knill CNOT gate, previously used in process tomography, is utilized here to illustrate how the MLE technique reconstructs a physical process map.\n",
"\n",
"Remark: The construction of $\\chi$ matrix here does not include normalization by the gate efficiency which had produced an unphysical map earlier with un-normalised $\\chi$."
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"# Performing process tomography using MLE\n",
"qpt_mle = ProcessTomographyMLE(operator_processor=cnot)\n",
"chi_cnot_mle = qpt_mle.chi_matrix()\n",
"\n",
"chi_cnot_mle_ideal = qpt_mle.chi_target(op_CX)\n",
"cnot_mle_fidelity = process_fidelity(chi_cnot_mle, chi_cnot_mle_ideal)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"The fidelity of process tomography MLE to reconstruct the process map : 1.0\n",
"Is this process physical {'Trace=1': True, 'Hermitian': True, 'Completely Positive': True}\n"
]
}
],
"source": [
"print('The fidelity of process tomography MLE to reconstruct the process map :', cnot_mle_fidelity)\n",
"print('Is this process physical', is_physical(chi_cnot_mle, 2))"
]
}
],
"metadata": {
"language_info": {
"name": "python"
}
},
"nbformat": 4,
"nbformat_minor": 0
}