Skip to content

Instantly share code, notes, and snippets.

Show Gist options
  • Save csferrie/c29b738cf4c7f25baf2dc51168663af5 to your computer and use it in GitHub Desktop.
Save csferrie/c29b738cf4c7f25baf2dc51168663af5 to your computer and use it in GitHub Desktop.
Superdense coding and teleportation in projectQ
Display the source blob
Display the rendered blob
Raw
{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"name": "Superdense coding and teleportation in projectQ",
"provenance": [],
"collapsed_sections": [
"zp0yynx1I9Jl"
],
"authorship_tag": "ABX9TyM51kPxQCMg3T3VhFkY2NTE",
"include_colab_link": true
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
}
},
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/gist/csferrie/c29b738cf4c7f25baf2dc51168663af5/superdense-coding-and-teleportation-in-projectq.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "xV7VUIMwH2IT",
"colab_type": "text"
},
"source": [
"# Superdense coding and teleportation in ProjectQ\n",
"\n",
"This exercise is part of [Lab 6](https://medium.com/@csferrie/superdense-coding-and-quantum-teleportation-in-three-quantum-programming-languages-3fe7032d1dbc) of [Introduction to Quantum Computing](https://medium.com/@csferrie/introduction-to-quantum-computing-df9e1182a831).\n",
"\n",
"This notebook provides implementation of superdense coding and teleportation in the [ProjectQ](https://projectq.readthedocs.io/en/latest/index.html.) quantum programming language."
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "zp0yynx1I9Jl",
"colab_type": "text"
},
"source": [
"# Qiskit installation\n",
"\n",
"The first step is to install qiskit. Installation instructions are available in the documentation for Qiskit here: https://projectq.readthedocs.io/en/latest/index.html."
]
},
{
"cell_type": "code",
"metadata": {
"id": "MFG2OUCoyJY1",
"colab_type": "code",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 102
},
"outputId": "ab2bae92-0954-4738-f460-38d01b87c1e6"
},
"source": [
"# install ProjectQ\n",
"!pip install projectq --quiet"
],
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"text": [
"\u001b[K |████████████████████████████████| 235kB 3.0MB/s \n",
"\u001b[K |████████████████████████████████| 296kB 8.6MB/s \n",
"\u001b[?25h Building wheel for projectq (setup.py) ... \u001b[?25lerror\n",
"\u001b[31m ERROR: Failed building wheel for projectq\u001b[0m\n",
"\u001b[?25h Running setup.py install for projectq ... \u001b[?25l\u001b[?25hdone\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "M7uLB5v1JtHm",
"colab_type": "text"
},
"source": [
"Obviously we need to import qiskit. But we will also need numpy later."
]
},
{
"cell_type": "code",
"metadata": {
"id": "zRiG_m_fTIRG",
"colab_type": "code",
"colab": {}
},
"source": [
"import projectq\n",
"import numpy as np"
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "r1NMu4QBTTV2",
"colab_type": "text"
},
"source": [
"# Superdense coding\n",
"\n",
"[Superdense coding](https://en.wikipedia.org/wiki/Superdense_coding) is a protocol that allows the tranmission of two classical bits of information using 1 qubit of information. \n",
"\n",
"This, the simplest implementation in Qiskit, accompanies the [lecture](https://medium.com/@csferrie/my-first-quantum-protocol-de336d290322) on the same topic.\n",
"\n",
"Let's get started. The first thing Alice and Bob need to do is create entanglement.\n",
"\n",
"![ezgif.com-crop (11).gif](data:image/gif;base64,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)"
]
},
{
"cell_type": "code",
"metadata": {
"id": "lCK97MrEWMjn",
"colab_type": "code",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 194
},
"outputId": "2ee043d8-6525-49cb-fd9e-d2db9b915933"
},
"source": [
"# create cirquit (and drawing engine)\n",
"circuit_backend = projectq.backends.CircuitDrawerMatplotlib()\n",
"superdense = projectq.MainEngine(circuit_backend) \n",
"\n",
"# create two qubits\n",
"alice = superdense.allocate_qubit()\n",
"bob = superdense.allocate_qubit()\n",
"\n",
"projectq.ops.H | alice\n",
"projectq.ops.CNOT | (alice,bob)\n",
"\n",
"superdense.flush()\n",
"circuit_backend.draw();"
],
"execution_count": null,
"outputs": [
{
"output_type": "display_data",
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 217.788x216 with 1 Axes>"
]
},
"metadata": {
"tags": []
}
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "CFm4NQNbVMAa",
"colab_type": "text"
},
"source": [
"Now Alice needs to encode her message. There are four possibilities. \n",
"\n",
"If Alice wants to send\n",
"* 00, she does nothing;\n",
"* 01, she performs an $X$ gate;\n",
"* 10, she performs a $Z$ gate;\n",
"* 11, she performs $XZ$.\n",
"\n",
"Let's say Alice choses 11. \n"
]
},
{
"cell_type": "code",
"metadata": {
"id": "sCAKLdh3V26d",
"colab_type": "code",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 194
},
"outputId": "6b01551a-ba8c-458b-fdcd-30bf13f0cf68"
},
"source": [
"projectq.ops.X | alice\n",
"projectq.ops.Z | alice\n",
"\n",
"superdense.flush()\n",
"circuit_backend.draw();"
],
"execution_count": null,
"outputs": [
{
"output_type": "display_data",
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 326.701x216 with 1 Axes>"
]
},
"metadata": {
"tags": []
}
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "tsEySC0hWVN0",
"colab_type": "text"
},
"source": [
"Now Alice sends her qubit to Bob. Bob unentangles them."
]
},
{
"cell_type": "code",
"metadata": {
"id": "4fg_HryHWdJN",
"colab_type": "code",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 194
},
"outputId": "034477d2-1983-4afb-c695-fa2b65a4ad30"
},
"source": [
"projectq.ops.CNOT | (alice,bob)\n",
"projectq.ops.H | alice\n",
"\n",
"superdense.flush()\n",
"circuit_backend.draw();"
],
"execution_count": null,
"outputs": [
{
"output_type": "display_data",
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 436.489x216 with 1 Axes>"
]
},
"metadata": {
"tags": []
}
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "R2CSMU5gXQGk",
"colab_type": "text"
},
"source": [
"Finally Bob measures both qubits."
]
},
{
"cell_type": "code",
"metadata": {
"id": "72XXxbakXTW6",
"colab_type": "code",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 194
},
"outputId": "3f1f394d-a855-4a99-ae01-e02154c6859e"
},
"source": [
"projectq.ops.Measure | alice\n",
"projectq.ops.Measure | bob\n",
"\n",
"superdense.flush()\n",
"circuit_backend.draw();"
],
"execution_count": null,
"outputs": [
{
"output_type": "display_data",
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 479.689x216 with 1 Axes>"
]
},
"metadata": {
"tags": []
}
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "otFJsni1YnMW",
"colab_type": "text"
},
"source": [
"We need to recreate the circuit in projectq since the above code only was for drawing. Now we simulate the state. We'll just copy and paste all the code from above and print Bob's measurement."
]
},
{
"cell_type": "code",
"metadata": {
"id": "QiBXRNvKYCFg",
"colab_type": "code",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 34
},
"outputId": "38ace522-d24e-4623-db4d-74c61b668151"
},
"source": [
"superdense = projectq.MainEngine() \n",
"\n",
"# make qubits\n",
"alice = superdense.allocate_qubit()\n",
"bob = superdense.allocate_qubit()\n",
"\n",
"# entangle\n",
"projectq.ops.H | alice\n",
"projectq.ops.CNOT | (alice,bob)\n",
"\n",
"# message: 11\n",
"projectq.ops.X | alice\n",
"projectq.ops.Z | alice\n",
"\n",
"# disentangle\n",
"projectq.ops.CNOT | (alice,bob)\n",
"projectq.ops.H | alice\n",
"\n",
"# measure\n",
"projectq.ops.Measure | alice\n",
"projectq.ops.Measure | bob\n",
"\n",
"# print\n",
"superdense.flush()\n",
"print(int(alice),int(bob))"
],
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"text": [
"1 1\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "mh1pVY2OImtK",
"colab_type": "text"
},
"source": [
"Huzzah! Now, write a function that doesn't necessitate hard-coding Alice's message."
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "7ypMuhKrY8jI",
"colab_type": "text"
},
"source": [
"# Teleportation\n",
"\n",
"[Quantum teleportation](https://en.wikipedia.org/wiki/Quantum_teleportation) is a protocol that allows the tranmission of 1 qubit of information using two classical bits of information.\n",
"\n",
"This, the simplest implementation in Qiskit, accompanies the [lecture](https://medium.com/@csferrie/my-first-quantum-protocol-de336d290322) on the same topic.\n",
"\n",
"![0_l7XNq1k5XWlICkYX.gif](data:image/gif;base64,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)\n"
]
},
{
"cell_type": "code",
"metadata": {
"id": "8w3TUx5IYZTq",
"colab_type": "code",
"colab": {}
},
"source": [
"# create cirquit (and drawing engine)\n",
"circuit_backend = projectq.backends.CircuitDrawerMatplotlib()\n",
"teleport = projectq.MainEngine(circuit_backend) "
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "zNyyhOKzbemY",
"colab_type": "text"
},
"source": [
"We need three qubits for this protocol."
]
},
{
"cell_type": "code",
"metadata": {
"id": "OPPFg2XZbarl",
"colab_type": "code",
"colab": {}
},
"source": [
"alice_psi = teleport.allocate_qubit()\n",
"alice = teleport.allocate_qubit()\n",
"bob = teleport.allocate_qubit()"
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "u1J2E5S6AIOT",
"colab_type": "text"
},
"source": [
"Now we create a \"random\" state to teleport. For example, a rotation about the Y-axis of $\\pi/4$. \n"
]
},
{
"cell_type": "code",
"metadata": {
"id": "vnyDDH69ek8I",
"colab_type": "code",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 248
},
"outputId": "a0e606d4-8403-46fc-aec2-5ab4198dcd63"
},
"source": [
"projectq.ops.Ry(np.pi/4) | alice_psi\n",
"\n",
"teleport.flush()\n",
"circuit_backend.draw();"
],
"execution_count": null,
"outputs": [
{
"output_type": "display_data",
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 210.45x288 with 1 Axes>"
]
},
"metadata": {
"tags": []
}
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "N898apnLiG9c",
"colab_type": "text"
},
"source": [
"Alice and Bob need to entangle their qubits. This is done with the $H$ and $CNOT$ gates."
]
},
{
"cell_type": "code",
"metadata": {
"id": "HpdwhUQBb_82",
"colab_type": "code",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 248
},
"outputId": "76205bcb-8f92-435c-d4d6-01e33638261d"
},
"source": [
"projectq.ops.H | alice\n",
"projectq.ops.CNOT | (alice,bob)\n",
"\n",
"teleport.flush()\n",
"circuit_backend.draw();"
],
"execution_count": null,
"outputs": [
{
"output_type": "display_data",
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAVMAAADnCAYAAACjZ7WjAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjIsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+WH4yJAAAVwUlEQVR4nO3de1CU1/3H8c8Ki9yM0VDARgXFNo2TGVNINZKRaKoY1AY6tc1EaUSjHROjMo5tbJxWTJ1pO0k6oxlpo9ZgtV7H0U1rRGm9VItjBZWpwSaTGgEvoKgEUBGB8/ujv+x0A1rXPbsL5P2aef7Yc86z57tH+eyzz7MXhzHGCADgkx7BLgAAugPCFAAsIEwBwALCFAAsIEwBwALCFAAsIEwBwALCFAAsIEwBwALCFAAsIEwBwALCFAAsIEwBwALCFAAsIEwBwALCFAAsIEwBwALCFAAsIEwBwALCFAAsIEwBwALCFAAsIEwBwALCFAAsIEwBwALCFAAsIEwBwALCFAAsIEwBwALCFAAsIEwBwALCFAAsIEwBwALCFAAsIEwBwALCFAAsIEwBwALCFAAsIEwBwALCFAAsIEwBwALCFAAsCA12AcGWmJioioqKYJfR6SQkJOjs2bPBLgPoMhzGGBPsIoLJ4XDoS74EHWJdAO/wMh8ALCBMAcACwhQALCBMAcACwhQALCBMAcACwhQALCBMAcACwhQALCBMAcACr8P0wIEDSkxM9GqfgoIClZeXeztVtzFmzBj94Q9/CHYZkqThw4dr+/btwS4D6HasHJnm5+dr0KBBCg8PV0pKig4dOuTRX1JSovz8fBtTBVROTo4cDoccDodCQ0M1cOBAvfzyy7p27do938euXbtUVVWlqVOnuttu3bqluXPnKiYmRlFRUXruued07ty5u95PYmKiu5b/3iZOnOge09DQoNzcXCUkJCgiIkKpqak6duyYx/387Gc/06JFi9TW1nbPjwHA/+ZzmG7ZskXz58/X66+/rhMnTig1NVUZGRmqrKx0j8nMzJTL5fJ1qqAYO3asLl68qLNnz2rNmjX605/+pFdeeeWe91++fLlycnIUEhLibsvNzdX27du1adMmHTp0SPX19Zo0aZJaW1vveD/Hjh3TxYsX3dvx48flcDj0gx/8wD1m5syZ2rNnj9atW6d//vOfSk9P19ixY3X+/Hn3mAkTJqihoUG7d+/2ciUA3JXx0v79+01CQoL79vDhw83MmTM9xgwZMsQsWrTIfbu5udn07t3blJSUeDud391tCaZNm2YmTpzo0bZgwQLTt29fs27dOtO3b1/T1NTk0T9lyhTzne98xxhjzKVLl4zD4TAnT55099fV1Rmn02k2bNjgbqusrDQOh8MUFhbec93Lli0zvXv3Njdu3DDGGHPjxg0TEhJidu7c6TEuOTnZLF682KNt+vTpZurUqXe9//v4rwF8qfl0ZNrc3KzS0lKlp6d7tKenp6u4uNh92+l0KiMjQzt37vRluqA7c+aMCgsL5XQ69f3vf19tbW0eR9yfffaZduzYoZdeekmSdPjwYfXs2VOPPfaYe0xpaalu377tsWYDBgzQo48+6rFmd2OM0e9//3tlZ2crIiJCktTS0qLW1laFh4d7jI2IiNDhw4c92oYPH66DBw969+AB3JVPYVpbW6vW1lbFxcV5tMfFxam6utqjLTMzs0uGaWFhoaKjoxUREaGkpCSVl5frtddeU0REhKZOnaq1a9e6x27cuFEPPPCA+zxmRUWFYmNjPV7iV1dXKyQkRDExMR7zdLRmd1JUVKRPP/1Us2bNcrf16tVLI0eO1LJly3T+/Hm1trZqw4YNOnLkiC5evOix/1e/+lWdP39eLS0tXq8HgI4F7K1RGRkZ+vDDDz3OpXYFaWlpOnnypP7xj39o7ty5mjBhgubNmydJmjVrloqKitwXj9auXatp06YpNPQ/P2Bw8+bNdkeKNqxevVrf+ta3NGzYMI/29evXq0ePHurfv7969uypFStW6IUXXlCPHp7/zBERETLGqKmp6a7zdHTBi42tq295eXm2/yQl+fizJTExMQoJCVFNTY1He01NjeLj4z3aKioqFBkZqdjYWF+mDLjIyEgNGTJEkrRixQqNGTNGv/jFL5SXl6dhw4YpOTlZBQUFysrKUklJiTZs2ODeNyYmpt2V//j4eLW2tqq2tlZf+cpX3O01NTUaNWrU/6zn0qVLcrlcWrlyZbu+pKQkHTx4UNevX1d9fb369eun559/XoMHD/YYd/XqVYWHhys6Ovqucxm+aR+4Zz4dmYaFhSklJUVFRUUe7UVFRUpNTfVoc7lcGj9+vF+O1AJpyZIl+vWvf60LFy5I+s/RaUFBgdasWaOnnnpKjzzyiHvsN7/5TV2+fFm1tbXutpSUFDmdTo81O3funE6fPt1uzTpSUFCgnj176oUXXrjjmKioKPXr10/Xrl3Tnj17lJmZ6dF/6tQpJScn3/NjBnAPvL1i9cWr+Zs3bzZOp9OsXr3alJeXm3nz5pmoqChz9uxZj/1SUlLMunXrfLtc5gd3W4KOruYb858r5C+//LIxxpj6+noTFRVlwsLCzNq1az3GtbS0mNjYWLNjxw6P9tmzZ5uHH37YFBUVmePHj5vRo0ebYcOGmZaWFveYRx55xLzzzjse+7W1tZmvfe1r7d498bnCwkLzwQcfmDNnzpi9e/eaYcOGmREjRpjm5maPcU8//bR544037vi4jeFqPuAtn8PUGGNWrlxpEhISTFhYmElOTjYHDx706K+qqjKhoaHmypUrPhXrD/cTpn/84x9NWFiY+wlj+vTpplevXqaxsbHd2EWLFpnJkyd7tDU1NZlXX33V9O3b10RERJhJkyaZysrKdnUtWbLEo23fvn1Gkjl69GiH9W7ZssUMHjzYhIWFmfj4eDNnzhxTV1fnMebcuXPG6XSaqqqqOz7uz+cHcO+8/nXSAwcOKCcnx6ufAc7Pz9e2bdu0f/9+b6YKCIfD91/hzMjIUP/+/bV69ep2fZcuXdLQoUN17NgxDRo0yKd5bPjxj3+szz77TKtWrbrrOBvrAnyZ+HQB6l65XC5lZWUFYqqAunbtmg4dOqS9e/eqrKyswzGxsbFau3atKisrO0WYxsbGauHChcEuA+h2AnJk2pn5cgSWmJioq1evavHixXrttdcsVxZcHJkC3vH6yDQxMVG5ubn+qKXL6S5PKAB85/WRaXfDEVjHWBfAO3w5NABYQJgCgAWEKQBYQJgCgAWEKQBYQJgCgAWEKQBYQJgCgAUB+Wx+Z5aQkCCHwxHsMjqdhISEYJcAdClf+k9AAYANvMwHAAsIUwCwgDAFAAsIUwCwgDAFAAsIUwCwgDAFAAsIUwCwgDAFAAsIUwCwgDAFAAsIUwCwgDAFAAsIUwCwgDAFAAsIUwCwgDDFfUlMTJTD4QjqlpiYGOxlsIK17B74pn3cF4fDoWD/1+kMNdjQGR5HZ6ihq+PIFAAsIEwBwALCFAAsIEwBwALCFAAsIEwBwALCFAAsIEwBwALCFAAsIEwBwAKvw/TAgQNef463oKBA5eXl3k4FAF2GlSPT/Px8DRo0SOHh4UpJSdGhQ4c8+ktKSpSfn29jKnRROTk5mjRpUrv2kpISORwOnT17NvBF3UVdXZ2OHz/e6eqSut5a1tbWqrS0VBcuXAh2KX7lc5hu2bJF8+fP1+uvv64TJ04oNTVVGRkZqqysdI/JzMyUy+XydSrA765fv64XX3xR/fr105gxYzR06FA9/vjjOnHiRLBL63IuX76szMxMDRgwQM8884ySkpI0atQonTlzJtil+YXPYfqb3/xGOTk5mjVrlh599FG988476tevn37729+6x4wePVoNDQ0qLS31dTrAb9ra2jR27Fht3bpVTU1Nqq+v182bN1VWVqa0tDR99NFHwS6xy2hqatLIkSO1e/du91o2NTWpuLhYw4cPV01NTbBLtM6nMG1ublZpaanS09M92tPT01VcXOy+7XQ6lZGRoZ07d/oyHeBX+/bt06lTp3Tr1q12fTdu3NDSpUuDUFXXtHnzZlVXV+v27dse7W1tbWpsbNSKFSuCVJn/+BSmtbW1am1tVVxcnEd7XFycqqurPdoyMzMJ0y+5wsJCRUdHe2xpaWnBLstt69atamxs7LCvra1N77//foArurPOvpbr16/X9evXO+y7deuWNm3aFOCK/C80UBNlZGRoypQpqqys1MCBAwM1rc/y8vI4IrEkLS1Nq1at8mg7deqUvvvd7973fTocDl/LumfXr18P6Hx309XX8tNPPw3aWi5ZskR5eXnW79enMI2JiVFISEi78x81NTWKj4/3aKuoqFBkZKRiY2N9mTLg8vLy/LLwXd39/CFERkZqyJAhHm11dXU+1WHz2+G3bduml156SQ0NDR32jxs3Tnv37rU23+e641q+/fbb+vnPf64bN2606wsNDdX06dPbPRl0dT69zA8LC1NKSoqKioo82ouKipSamurR5nK5NH78eIWHh/syJeA3WVlZeuihhxQSEtKuLzIyUm+88UYQquqaZsyYofDw8A6fKHr27Kmf/OQnQajKv3y+mr9gwQIVFBRozZo1On36tObPn68LFy5o9uzZHuNcLpcyMzN9nQ7wG6fTqcOHD2vYsGGKjIxUr169JEkPPvigNm7cqCeffDLIFXYdffr00d///nclJSW5z+lKUnx8vAoLC9sdVXcHPp8zff7553XlyhUtW7ZMFy9e1GOPPaYPPvhACQkJ7jHnzp1TWVlZh280BjqThx9+WKWlpSorK9OpU6eUnZ2tS5cuyel0Bru0Lucb3/iGPv74Yx09elT//ve/lZ2drfPnz6tHj+75KXavf530wIEDysnJ8epTFvn5+dq2bZv279/vbX3opDrDr1kGoobuMkdnqKEzPE5/CshThMvlUlZWViCmAoCgCMhbo/bs2ROIaQAgaLw+Mk1MTFRubq4/agGALsvrc6aA1DnOf3WX83ysZffQPS+rAUCAEaYAYAFhCgAWEKYAYAFhCgAWEKYAYAFhCgAWEKYAYEHAvmkf3UtCQkLQv3X+v7+ZrCtjLbsHPgEF3EV3/9ROIHX3teRlPgBYQJgCgAWEKQBYQJgCgAWEKQBYQJgCgAWEKQBYQJgCgAWEKQBYQJgCgAWEKQBYQJgCgAWEKQBYQJgCgAWEKQBYQJgCgAWEKQBYQJgCgAWEKQBYQJgCgAWEKQBYQJgCgAWEKQBYQJgCgAWEKQBYQJgCgAWhwS4A6ExaW1u1a9cu/fWvf1VdXZ0kafny5frhD3+ovn37Brm6ruXWrVvavn27iouL1dDQIElatWqVpkyZoujo6CBXZx9HpoCk5uZm/epXv9LgwYP1y1/+UgMGDNDo0aMlSaWlpUpKStL06dN15syZ4BbaBTQ2Nmrx4sUaOHCg3nvvPQ0ZMsS9lnv27FFCQoLmzp2rmpqa4BZqm/HS/v37TUJCglf7vPfee+bDDz/0diogIBoaGszYsWPNs88+a0pLSz36Pv8TuXz5slm6dKmJj483R48eDUaZXUJNTY1JTk42U6ZMMf/61788+j5fy6qqKpObm2sGDRpkPvroo2CU6RdWwnTlypUmMTHR9OzZ0yQnJ5u//e1vHv1z5swxc+bM8alQwB9u375tJkyYYKZNm2ZaWlra9X/xeMPlcpm4uLhuFQK2NDY2mieeeML89Kc/NW1tbe36v7iW7777rklMTDTV1dWBKtGvfA7TzZs3m9DQULNq1SpTXl5uXn31VRMVFWUqKircY/bu3Wv69+9vpWDAps2bN5sRI0aY5ubmDvs7evH25ptvmueee87fpXU5b731lsnMzOwwSI3peC3nz59vXnnlFX+XFhA+h+nw4cPNzJkzPcYMGTLELFq0yH27ubnZ9O7d25SUlNx/pYAfpKWlmW3btt2xv6MAaGhoMH369PE4YPiya21tNUlJSebIkSN3HNPRWlZVVZk+ffqY+vp6f5YXED5dgGpublZpaanS09M92tPT01VcXOy+7XQ6lZGRoZ07d/oyHWBVeXm5PvnkE2VmZnq1X3R0tLKzs7V69Wo/Vdb1/OUvf9EDDzygESNGeLVf//79NXr0aG3cuNFPlQWOT2FaW1ur1tZWxcXFebTHxcWpurraoy0zM5MwRady8uRJjRo1Sk6n0+t9v/3tb6usrMwPVXVNJ0+e1DPPPCOHw+H1vt1mLb09lP3vl/nnz583kszBgwc9xixdutR8/etf92irq6szDoejy700WrJkiZHExsbWTbYlS5b4JSt8OjKNiYlRSEhIu/eL1dTUKD4+3qOtoqJCkZGRio2N9WXKgMvLy5P5z7lltm62bdq0SZMnT77rGEkdtm/fvl2ZmZlBfwydZXvzzTeVm5t7X2u5fPlyzZkzJ2C15uXl+SUrfArTsLAwpaSkqKioyKO9qKhIqampHm0ul0vjx49XeHi4L1MC1jz55JM6cOCAbt686fW+f/7znzVy5Eg/VNU1paamateuXWpra/N63+6ylj5/AmrBggUqKCjQmjVrdPr0ac2fP18XLlzQ7NmzPca5XC6vT/QD/pSYmKgRI0Zoy5YtXu139epV7dixQzNmzPBTZV3PyJEjFRkZqX379nm138cff6yysjJNnjzZT5UFkPHSnd60n5CQYMLCwkxycnK7c6hVVVUmNDTUXLlyxdvpAL/atWuXGTp0qGlsbOywv6M/kUWLFpns7Gx/l9blvPvuu+bpp582t2/f7rD/i2vZ1tZmsrOzPd5G2ZVZCdP/ZeXKlWb06NHeTgX4XVtbm5kxY4Z59tlnzfXr19v1fzEA8vPzTWJiorl48WKgSuwybt++bTIyMsyLL77Y4Ycg/nst29razOLFi83jjz/eLd5jaoyPF6DulcvlUlZWViCmArzicDj0u9/9TrGxsXrqqae0Y8cOtbS0tBt36tQpzZgxQ2+//baKioraXWCFFBoaqq1bt+rSpUsaN26cioqK2p1DNcbo6NGj+t73vqfCwkLt3r1bvXr1ClLFdgXkK/j27NkTiGmA++J0OlVQUKBNmzbprbfe0rx585SVlaWHHnpIkpSWlqZPPvlEP/rRj3T06FF3O9qLjo7W+++/r7Vr12rhwoW6efOmJk6cqAcffFCS9MQTT6iurk6zZ8/W+vXrFRUVFeSK7XEY8//vWbhHZ8+e1c6dO5Wbm+uvmoCgOnnypPbt26e6ujoVFxdrzpw5mjRp0n29uf/LzBij4uJiHTlyRPX19Tpy5IgWLlyocePGqUeP7vftn16HKQCgve739AAAQUCYAoAFhCkAWECYAoAFhCkAWECYAoAFhCkAWECYAoAFhCkAWECYAoAFhCkAWECYAoAFhCkAWECYAoAFhCkAWECYAoAFhCkAWECYAoAFhCkAWECYAoAFhCkAWECYAoAFhCkAWECYAoAFhCkAWECYAoAFhCkAWECYAoAFhCkAWECYAoAFhCkAWECYAoAFhCkAWECYAoAFhCkAWECYAoAFhCkAWECYAoAFhCkAWECYAoAFhCkAWECYAoAFhCkAWECYAoAFhCkAWECYAoAFhCkAWECYAoAFhCkAWECYAoAFhCkAWECYAoAF/wf61PR1E60fmgAAAABJRU5ErkJggg==\n",
"text/plain": [
"<Figure size 430.026x288 with 1 Axes>"
]
},
"metadata": {
"tags": []
}
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "roS4qY3sAsh_",
"colab_type": "text"
},
"source": [
"Alice needs to perform an \"entangled\" measurement. She can do this by running the standard $H + CNOT$ circuit in reverse."
]
},
{
"cell_type": "code",
"metadata": {
"id": "Hw8Rcz8kcOjz",
"colab_type": "code",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 248
},
"outputId": "a6283205-a597-4c7d-84dc-b076d02d1338"
},
"source": [
"projectq.ops.CNOT | (alice_psi,alice)\n",
"projectq.ops.H | alice_psi\n",
"\n",
"teleport.flush()\n",
"circuit_backend.draw();"
],
"execution_count": null,
"outputs": [
{
"output_type": "display_data",
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 539.814x288 with 1 Axes>"
]
},
"metadata": {
"tags": []
}
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "c_JZhWI1A-5I",
"colab_type": "text"
},
"source": [
"Alice measures her two qubits and stores the results in two classical variables that get sent to Bob. (In Qiskit, the measurement results are explicitly stored in their own register.)"
]
},
{
"cell_type": "code",
"metadata": {
"id": "_mstAC3BcjV3",
"colab_type": "code",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 248
},
"outputId": "c8209686-0cf6-4263-8dba-c025d481f164"
},
"source": [
"projectq.ops.Measure | alice_psi\n",
"projectq.ops.Measure | alice\n",
"\n",
"msg_to_bob = [int(alice_psi), int(alice)]\n",
"\n",
"teleport.flush()\n",
"circuit_backend.draw();"
],
"execution_count": null,
"outputs": [
{
"output_type": "display_data",
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 583.014x288 with 1 Axes>"
]
},
"metadata": {
"tags": []
}
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "jaE40zTMBRdm",
"colab_type": "text"
},
"source": [
"Assuming Bob now has received the two bits from Alice's measurement, he performs the conditional operations $X$ and $Z$."
]
},
{
"cell_type": "code",
"metadata": {
"id": "BB-RquG6c2co",
"colab_type": "code",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 248
},
"outputId": "78a97df8-845a-4869-eb5d-e9971d2ee193"
},
"source": [
"with projectq.meta.Control(teleport, alice):\n",
" projectq.ops.X | bob\n",
"with projectq.meta.Control(teleport, alice_psi):\n",
" projectq.ops.Z | bob\n",
"\n",
"teleport.flush()\n",
"circuit_backend.draw();"
],
"execution_count": null,
"outputs": [
{
"output_type": "display_data",
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 691.927x288 with 1 Axes>"
]
},
"metadata": {
"tags": []
}
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "tIW5Wn9LBbZQ",
"colab_type": "text"
},
"source": [
"In principle, that is it! Let's run the simulation again to see if Alice's state has been teleported."
]
},
{
"cell_type": "code",
"metadata": {
"id": "ZvKsTw4YdT1x",
"colab_type": "code",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 459
},
"outputId": "5dc67da5-6998-4086-e00e-b0086d10b363"
},
"source": [
"teleport = projectq.MainEngine() \n",
"\n",
"alice_psi = teleport.allocate_qubit()\n",
"alice = teleport.allocate_qubit()\n",
"bob = teleport.allocate_qubit()\n",
"\n",
"# state creation\n",
"projectq.ops.Ry(np.pi/4) | alice_psi\n",
"\n",
"# entangle\n",
"projectq.ops.H | alice\n",
"projectq.ops.CNOT | (alice,bob)\n",
"\n",
"# measure\n",
"projectq.ops.CNOT | (alice_psi,alice)\n",
"projectq.ops.H | alice_psi\n",
"projectq.ops.Measure | alice_psi\n",
"projectq.ops.Measure | alice\n",
"\n",
"msg_to_bob = [int(alice_psi), int(alice)]\n",
"\n",
"# correct\n",
"with projectq.meta.Control(teleport, alice):\n",
" projectq.ops.X | bob\n",
"with projectq.meta.Control(teleport, alice_psi):\n",
" projectq.ops.Z | bob\n",
"\n",
"# print\n",
"\n",
"teleport.flush()\n",
"print(teleport.backend.cheat())"
],
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"text": [
"({2: 0}, [(0.9238795325113724+0j), (0.38268343236488256+0j)])\n"
],
"name": "stdout"
},
{
"output_type": "stream",
"text": [
"Exception ignored in: <bound method Qubit.__del__ of <projectq.types._qubit.Qubit object at 0x7f21bc2da240>>\n",
"Traceback (most recent call last):\n",
" File \"/usr/local/lib/python3.6/dist-packages/projectq/types/_qubit.py\", line 135, in __del__\n",
" self.engine.deallocate_qubit(weak_copy)\n",
" File \"/usr/local/lib/python3.6/dist-packages/projectq/cengines/_basics.py\", line 153, in deallocate_qubit\n",
" tags=[DirtyQubitTag()] if is_dirty else [])])\n",
" File \"/usr/local/lib/python3.6/dist-packages/projectq/cengines/_main.py\", line 288, in send\n",
" raise compact_exception # use verbose=True for more info\n",
"RuntimeError: Error: Qubit has not been measured / uncomputed! There is most likely a bug in your code.\n",
" raised in:\n",
"' File \"/usr/local/lib/python3.6/dist-packages/projectq/backends/_sim/_simulator.py\", line 387, in _handle'\n",
"' self._simulator.deallocate_qubit(ID)'\n"
],
"name": "stderr"
},
{
"output_type": "stream",
"text": [
"({0: 0, 1: 1, 2: 2}, [(0.9238795325113724+0j), 0j, 0j, 0j, (0.38268343236488256+0j), 0j, 0j, 0j])\n"
],
"name": "stdout"
},
{
"output_type": "stream",
"text": [
"Exception ignored in: <bound method Qubit.__del__ of <projectq.types._qubit.Qubit object at 0x7f21bc38d9b0>>\n",
"Traceback (most recent call last):\n",
" File \"/usr/local/lib/python3.6/dist-packages/projectq/types/_qubit.py\", line 135, in __del__\n",
" self.engine.deallocate_qubit(weak_copy)\n",
" File \"/usr/local/lib/python3.6/dist-packages/projectq/cengines/_basics.py\", line 153, in deallocate_qubit\n",
" tags=[DirtyQubitTag()] if is_dirty else [])])\n",
" File \"/usr/local/lib/python3.6/dist-packages/projectq/cengines/_main.py\", line 288, in send\n",
" raise compact_exception # use verbose=True for more info\n",
"RuntimeError: Error: Qubit has not been measured / uncomputed! There is most likely a bug in your code.\n",
" raised in:\n",
"' File \"/usr/local/lib/python3.6/dist-packages/projectq/backends/_sim/_simulator.py\", line 387, in _handle'\n",
"' self._simulator.deallocate_qubit(ID)'\n"
],
"name": "stderr"
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "2i3dkPcHBh2b",
"colab_type": "text"
},
"source": [
"Excellent! Now it's your turn. Here we wrote an ugly script if it's put all together. Why don't you create your own functions to perform teleportation of any state?"
]
}
]
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment