QiskitCloudRuntime실습 - Say_Hi_to_QiskitRuntime.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "7fe7aafc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.display import Image\n",
    "Image(\"runtime.png\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c11a86a2",
   "metadata": {},
   "source": [
    "## Cloud Qiskit Runtime을 사용해\n",
    "\n",
    "### 1. 설치 및 테스트 프로그램 실행\n",
    "\n",
    "#### At IBM Cloud\n",
    "- 서비스 인스턴스 생성: IBM Quantum Services Provisioning 페이지에서 Lite플랜을 선택하여 서비스 인스턴트를 생성합니다.\n",
    "- 계정 정보 메모: \n",
    " - [IBM Cloud API keys page](https://cloud.ibm.com/iam/apikeys)에서 여러분의 api키를 복사해 둡니다. 보통 다음과 같은 형식입니다: \n",
    "\n",
    "``` I9sxojrwurPrMWqNR_wc4rztMgVqE1HUmsfACMyw_G9n ```\n",
    " - 여러분의 Cloud Resource Name (CRN)을 복사해 둡니다. CRN은 리소스 페이지의 \"Service and software\"에서 생성한 인스턴스 이름을 클릭해 들어가면 확인 할 수 있으며 다음과 같은 형식을 갖습니다.\n",
    " \n",
    "```crn:v1:bluemix:public:quantum-computing:us-east:a/b947c1c5a9378d64aed96696e4d76e8e:a3a7f181-35aa-42c8-94d6-7c8ed6e1a94b::```\n",
    "\n",
    "#### At Local\n",
    "Qiskit Runtime을 실행하기 위해 Jupyter notebook을 설치합니다. Anaconda를 사용하는 것을 권장합니다. Qiskit 설치에 대한 자세한 가이드는 다음의 유튜브 및 [Qiskit Hackathon Korea 2022의 설치 가이드](https://github.com/qiskit-community/qiskit-hackathon-korea-22/blob/main/preparation%26installation.md)를 참고합니다.\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "c42d31ec",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/sophy/opt/anaconda3/envs/runtime/lib/python3.9/site-packages/IPython/core/display.py:419: UserWarning: Consider using IPython.display.IFrame instead\n",
      "  warnings.warn(\"Consider using IPython.display.IFrame instead\")\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<iframe width=\"560\" height=\"315\" src=\"https://www.youtube.com/embed/1kRfHNUbkrg?rel=0&amp;controls=0&amp;showinfo=0\" frameborder=\"0\" allowfullscreen></iframe>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.display import HTML\n",
    "\n",
    "HTML('<iframe width=\"560\" height=\"315\" src=\"https://www.youtube.com/embed/1kRfHNUbkrg?rel=0&amp;controls=0&amp;showinfo=0\" frameborder=\"0\" allowfullscreen></iframe>')\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "008a737c",
   "metadata": {},
   "source": [
    "Qiskit Runtime 실행에 필요한 라이브러리를 설치합니다."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "455b50b7",
   "metadata": {},
   "outputs": [],
   "source": [
    "#!pip install 'qiskit[all]'\n",
    "#!pip install qiskit-ibm-runtime\n",
    "#!pip install matplotlib\n",
    "#!pip install pylatexenc\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0b11eb00",
   "metadata": {},
   "source": [
    "Jupyter notebook을 실행하고 Qiskit Runtime이 잘 설치되었는지 필수 라이브러리를 호출해 봅니다. 우선 Lite plan으로 가입한 계정 정보를 사용하겠습니다."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "ce3a6ce6",
   "metadata": {},
   "outputs": [],
   "source": [
    "from qiskit_ibm_runtime import IBMRuntimeService\n",
    "\n",
    "# Save account on disk. if you need to overwrite the account info, please add overwrite=True)\n",
    "IBMRuntimeService.save_account(auth=\"cloud\", token=\"Your Token\", instance=\"your_crn\", overwrite=True)\n",
    "\n",
    "service = IBMRuntimeService()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "48c66896",
   "metadata": {},
   "source": [
    "계정정보는 첫 실행시 한번만 저장하면 됩니다. \n",
    "\n",
    "`pprint_programs()`를 사용해 사용할 수있는 Qiskit Runtime 프로그램의 목록을 확인해봅시다."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "5b0b5cff",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "==================================================\n",
      "hello-world:\n",
      "  Name: hello-world\n",
      "  Description: Get started by running this simple test program.\n",
      "==================================================\n",
      "sampler:\n",
      "  Name: sampler\n",
      "  Description: Generates quasi-probabilities by sampling quantum circuits.\n",
      "==================================================\n",
      "estimator:\n",
      "  Name: estimator\n",
      "  Description: Calculates expectation values of quantum operators.\n"
     ]
    }
   ],
   "source": [
    "service.pprint_programs()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1040ff65",
   "metadata": {},
   "source": [
    "사용할 수 있는 백엔드의 목록을 확인한 후 간단한 hello-world　프로그램을 실행해 봅시다."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "3ba172eb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<IBMBackend('ibmq_qasm_simulator')>,\n",
       " <IBMBackend('simulator_stabilizer')>,\n",
       " <IBMBackend('simulator_mps')>,\n",
       " <IBMBackend('simulator_extended_stabilizer')>,\n",
       " <IBMBackend('simulator_statevector')>]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "service.backends()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "2ed93a35",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "job id: c8snmd31g19538lodscg\n",
      "All done!\n"
     ]
    }
   ],
   "source": [
    "from qiskit.test.reference_circuits import ReferenceCircuits\n",
    "\n",
    "program_inputs = {'iterations': 1}\n",
    "options = {\"backend_name\": \"ibmq_qasm_simulator\"}\n",
    "job = service.run(program_id=\"hello-world\",\n",
    "                  #options=options,\n",
    "                  inputs=program_inputs\n",
    "                 )\n",
    "print(f\"job id: {job.job_id}\")\n",
    "result = job.result()\n",
    "print(result)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5675a3ea",
   "metadata": {},
   "source": [
    "### 2. Running Sample Circuit\n",
    "\n",
    "IBM Cloud의 라이트 플랜을 사용하여 간단한 샘플 회로를 돌려봅시다.\n",
    "\n",
    "아주 간단한 10 qubit, entangled 회로를 작성해 보겠습니다."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "9054f0ee",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1381.08x686.28 with 1 Axes>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from qiskit import QuantumCircuit\n",
    "\n",
    "N = 10\n",
    "qc = QuantumCircuit(N)\n",
    "\n",
    "qc.h(0)\n",
    "\n",
    "for kk in range(0, N -1):\n",
    "    qc.cx(kk, kk + 1)\n",
    "\n",
    "qc.measure_all()\n",
    "qc.draw('mpl', fold=-1)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "77be5129",
   "metadata": {},
   "source": [
    "위 회로의 노이즈가 없는 이상적인 결과는 다음과 같습니다. 이 계산은 Aer simulator의 statevector simulator를 사용하는 로컬 계산 결과입니다."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "b8cf7e50",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 504x360 with 1 Axes>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from qiskit import Aer, transpile\n",
    "from qiskit.visualization import plot_histogram\n",
    "\n",
    "\n",
    "simulator = Aer.get_backend('aer_simulator_statevector')\n",
    "circ = transpile(qc, simulator)\n",
    "\n",
    "job_statevector = simulator.run(circ, shots=20000)\n",
    "counts_statevector = job_statevector.result().get_counts(0)\n",
    "plot_histogram(counts_statevector)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fd7ce468",
   "metadata": {},
   "source": [
    "이 회로를 IBM Quantum Device들 중 가장 높은 QV를 가진 장비중 하나인 Montreal의 특성을 지닌 Fake Backend에서 계산해 봅시다. 이 계산도 로컬 계산 결과입니다."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "9144feb7",
   "metadata": {},
   "outputs": [],
   "source": [
    "from qiskit.test.mock import FakeMontreal\n",
    "fake_backend = FakeMontreal()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "6f3aaa92",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "b4c34c151b474b498b4e2f4f8a1ae302",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "VBox(children=(HTML(value=\"<h1 style='color:#ffffff;background-color:#000000;padding-top: 1%;padding-bottom: 1…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<FakeMontreal('fake_montreal')>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from qiskit.tools.jupyter import *\n",
    "fake_backend"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "a9a5ee78",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 504x360 with 1 Axes>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "job_noisy = fake_backend.run(circ, shots=20000)\n",
    "counts_moisy = job_noisy.result().get_counts(0)\n",
    "plot_histogram(counts_moisy)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b42900f2",
   "metadata": {},
   "source": [
    "이제 이 회로를 Qiskit Runtime을 사용해 측정해 봅시다.\n",
    "Sampler primitive는 입력한 회로에 대해 각 상태가 측정될 확률을 기본적인 error mitigation이 적용된 값으로 반환합니다. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "0201d7a2",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Job ID: c8snni4q5e89nrvbeaug\n",
      "{'quasi_dists': [{'0000000000': 0.486328125, '1111111111': 0.513671875}], 'metadata': [{'header_metadata': None, 'shots': 1024}]}\n"
     ]
    }
   ],
   "source": [
    "service = IBMRuntimeService()\n",
    "# Specify the program inputs here.\n",
    "program_inputs = {\n",
    "    \"circuits\": qc,\n",
    "    \"circuit_indices\": [0],\n",
    "#    \"shots\":20000\n",
    "}\n",
    "\n",
    "# Specify the backend name.\n",
    "\n",
    "job = service.run(\n",
    "    program_id=\"sampler\",\n",
    "    inputs=program_inputs,\n",
    ")\n",
    "\n",
    "# Printing the job ID in case we need to retrieve it later.\n",
    "print(f\"Job ID: {job.job_id}\")\n",
    "\n",
    "# Get the job result - this is blocking and control may not return immediately.\n",
    "result = job.result()\n",
    "print(result)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "f69fd935",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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YeDwi3kl3/QW4Nt/FmZmZlZLmXmkSEZUkvWZztz2St4rMzMxKVLMnN5B0maSFkrZJGp5u+7Kkf8h/eWZmZqWjuZMbfB64BvgJoJxdq4DP5q8sMzOz0tPcK83PABdHxAxgZ872KmBs3qoyMzMrQc0NzfcACxrY/jbQZd/LMTMzK13NDc2lwIQGtp8OLNr3cszMzEpXc3vP/jtwi6QDSO5pTpL0T8CXgAvzXZyZmVkpae44zTskdQS+DRxAMtHBKuDKiLi/BeozMzMrGXszTnMmMFPSwcB+EbEu/2WZmZmVnmaHZp2IWJ/PQszMzErdHkNT0vPA1IjYJOkFIBo7NiKOymdxZmZmpSTLleZDQE3O40ZD08zMrC3bY2hGxDdyHn+9RasxMzMrYc2dRu8JST0a2N5d0hN5q8rMzKwENXdyg5OATg1s7wycuM/VmJmZlbBMvWcl5c4CdJSkjTnPOwCnAivzWZiZmVmpyTrkpJKkA1AAjzWwfztwRb6KMjMzK0VZQ3MYybR5S4H3Aq/l7NsBrIuI2jzXZmZmVlIyhWZEvJo+bPai1WZmZm1FlskNPgr8b0S8nT5uVET8V94qMzMzKzFZrjQfBPoB69LHjQmSTkFmZmZtUpbJDfZr6LGZmVl74xA0MzPLKOs9zUx8T9PMzNqyrPc0s/A9TTMza9OadU/TzMysPXMgmpmZZeRxmmZmZhl5nKaZmVlGHqdpZmaWkUPQzMwso2aHpqQJku6WVJn+3FNvvU0zM7M2qVmhKelc4E9Af+A36U9f4FlJn8h4jsskVUt6S9I8SSc2cexUSU9L2iBpu6SXJF3dwHEfk7RIUk3650ea877MzMyyyLqeZp1/A66NiG/nbpT0VeBbwM+aerGks4AZwGXAnPTPRyWNiYi/NvCSrcAPgReAbcAJwG2StkXEj9NzTgLuB64D/gv4KPCApBMiYm4z35+ZmVmjmts8ewjwywa2PwD0yfD6q4A7I2JmRLwYEVcAq4FLGzo4IuZFxH0RsTAiqiPiZ8DvgNyr088Df4yIf0vP+W/ArHS7mZlZ3jQ3NP8InNTA9pOAJ5t6oaROwDHAY/V2PQYcn+UvlzQ+PTb375rUwDl/l/WcZmZmWTV3wvZHge9IKgeeSbcdR9Ik+vU9nOpgknGca+ttXwu8fw81rCC5yu0IfCMibs3Z3a+Rc/Zr5FyXAJcADBgwgFmzZgEwfPhwunXrxvz58wHo3bs3Y8eOZfbs2QB07NiRyZMnU1VVxebNmwEoLy9n7dq1wKFNlW+tVGVlJVu3bgVg4sSJrFixgpUrVwIwevRoOnTowKJFiwDo168fw4YNo6KiAoAuXbowceJE5s6dy/bt2wGYNGkS1dXVrFmzBoAxY8ZQW1vL4sWLARg4cCCDBg1i7tzkrkLXrl0pLy+noqKCmpoaACZPnszLL7/MunXrADjiiCOoqalhyZIlAAwePJi+fftSWVkJQPfu3ZkwYQJz5sxh586dAEyZMoWFCxeyYcMGAMaNG8eWLVtYunQpAEOHDqVXr15UVVUB0LNnT8aNG8eTTz5JRCCJqVOnMn/+fDZt2gTAhAkT2LhxI8uWLQP27fO0fPlyAEaOHElZWRkLFiwAoE+fPowaNYo5c+YAUFZWxqRJk/bq9wRlzfzXYK3B6tWr8/J5aooioukDpHcy1hsR0ejkBpIGACuBqRExO2f714BzI2J0E68dBnQlCejvAZ+LiHvSfTuAiyLi7pzjzwNmRkSTn4zy8vKo+5/Lvrj4pn0+hZWgmZ8vdgXWUvyZbZvy9ZmVNC8iyhvaV8gJ29cDtSS9bXP1BdbsoYbq9OELkvqSXNXek25bszfnNDMza66CTW4QETuAecC0erumAU8341T7sXvbSkUezmlmZrZHzR1ygqSewN8BQ4BOufsi4vo9vPxG4B5JzwJPAZ8BBgC3pue+Oz3PeenzK4BqYHH6+inA1cCPc845A5gt6SvA/wAfAd4HTG7uezMzM2tKs0JT0nHAI0ANSceclSQTHdQAy4AmQzMi7pfUG7gmfd0C4PSIeDU9ZEi9l3QguYc5FNgJ/AX4CmnIpud8WtLZJONEr0+POctjNM3MLN+ae6X5A+DnwOeAzcDJwJvAL4Dbs5wgnZTgx43sO6ne85uAmzKc80GaXoHFzMxsnzX3nuZRwC2RdLmtBcoiYi3wZfY85MTMzKxVa25o7sh5vBZ4T/p4K8m9STMzszaruc2zVcCxwMskU9V9Kx0C8gng+fyWZmZmVlqae6X5r8Cq9PE1wGvAzUBP0ll2zMzM2qpmXWlGRGXO49dIhp6YmZm1C80epwkg6VDg8PTpoohYmr+SzMzMSlNzx2n2JhlaMh1452+b9WvgwojYkOf6zMzMSkZz72n+FBhBsp5l5/RnCjAMmJnf0szMzEpLc5tnTwVOiYiKnG1PSfo08Pv8lWVmZlZ6mnul+RrJDED1bQPcNGtmZm1ac0PzeuAmSQPrNqSPb2AP886amZm1dntsnpX0ApC7UvUwYJmklenzgcBbQB+Se55mZmZtUpZ7mp4I3czMjAyhGRHfKEQhZmZmpW5vJzc4GRhD0my7MCJm5bMoMzOzUtTcyQ0GAv8NHMPf5qAdIKkS+EhErGr0xWZmZq1cc3vP/pBkHc0RETE4IgYDI9NtP8x3cWZmZqWkuc2z04CTIqK6bkNELJV0JfCHvFZmZmZWYpp7pQm7Dz9papuZmVmb0tzQ/ANws6TBdRskDQFuwleaZmbWxjU3NK8EDgSWSnpV0qvAX9JtV+a7ODMzs1LS3HuaG4D3AicBh6XbXowIT9ZuZmZtXubQlNQBeAMYFxGPA4+3WFVmZmYlKHPzbETUAq8CnVquHDMzs9LV3Hua3wS+K+nglijGzMyslDX3nubVJKucrJS0gnpra0bEUfkqzMzMrNQ0NzQfJBmTqRaoxczMrKRlCk1JBwA/AD4M7E8yJvOKiFjfcqWZmZmVlqz3NL8BnA88AvwCeD/wny1Uk5mZWUnK2jz7UeBTEXEfgKSfA09J6pD2qjUzM2vzsl5pDgb+r+5JRDwL7AQGtERRZmZmpShraHYAdtTbtpO9XMTazMysNcoaegJ+JqkmZ1tnYKakbXUbImJ6PoszMzMrJVlD864Gtv0sn4WYmZmVukyhGREXtHQhZmZmpW5vFqE2MzNrlxyaZmZmGTk0zczMMnJompmZZeTQNDMzy8ihaWZmlpFD08zMLCOHppmZWUYOTTMzs4wcmmZmZhk5NM3MzDJyaJqZmWXk0DQzM8vIoWlmZpaRQ9PMzCwjh6aZmVlGDk0zM7OMHJpmZmYZOTTNzMwycmiamZllVPDQlHSZpGpJb0maJ+nEJo7tL+leSS9JqpV0ZwPHnC8pGvjp3KJvxMzM2p2Chqaks4AZwLeB8cDTwKOShjTykjJgPfBdYG4Tp94G9M/9iYi38lW3mZkZFP5K8yrgzoiYGREvRsQVwGrg0oYOjohlEXFlRNwJbGzivBERa3J/8l+6mZm1dwULTUmdgGOAx+rtegw4fh9P30XSq5JWSPq1pPH7eD4zM7N36VjAv+tgoAOwtt72tcD79+G8i4ELgflAN+BzwFOSxkXEkvoHS7oEuARgwIABzJo1C4Dhw4fTrVs35s+fD0Dv3r0ZO3Yss2fPBqBjx45MnjyZqqoqNm/eDEB5eTlr164FDt2H8q1UVVZWsnXrVgAmTpzIihUrWLlyJQCjR4+mQ4cOLFq0CIB+/foxbNgwKioqAOjSpQsTJ05k7ty5bN++HYBJkyZRXV3NmjVJQ8iYMWOora1l8eLFAAwcOJBBgwYxd25yJ6Jr166Ul5dTUVFBTU0NAJMnT+bll19m3bp1ABxxxBHU1NSwZEnyT33w4MH07duXyspKALp3786ECROYM2cOO3fuBGDKlCksXLiQDRs2ADBu3Di2bNnC0qVLARg6dCi9evWiqqoKgJ49ezJu3DiefPJJIgJJTJ06lfnz57Np0yYAJkyYwMaNG1m2bBmwb5+n5cuXAzBy5EjKyspYsGABAH369GHUqFHMmTMHgLKyMiZNmrRXv6fkzo+1NatXr87L56kpiogWfAs5f5E0AFgJTI2I2TnbvwacGxGj9/D6XwPrI+L8PRzXAfgz8MeIuLKpY8vLy6Pufy774uKb9vkUVoJmfr7YFVhL8We2bcrXZ1bSvIgob2hfIe9prgdqgb71tvcF8nYPMiJqgUpgZL7OaWZmBgUMzYjYAcwDptXbNY2kF21eSBJwFEkHIzMzs7wp5D1NgBuBeyQ9CzwFfAYYANwKIOlugIg4r+4Fko5OH3YH3kmf74iIRen+64BngCXpMVeShGaDPXLNzMz2VkFDMyLul9QbuIZkPOUC4PSIeDU9pKHxms/Ve/4h4FVgaPq8B/AToB/wRnr8lIh4Nq/Fm5lZu1foK00i4sfAjxvZd1ID27SH830B+EJeijMzM2uC5541MzPLyKFpZmaWkUPTzMwsI4emmZlZRg5NMzOzjByaZmZmGTk0zczMMnJompmZZeTQNDMzy8ihaWZmlpFD08zMLCOHppmZWUYOTTMzs4wcmmZmZhk5NM3MzDJyaJqZmWXk0DQzM8vIoWlmZpaRQ9PMzCwjh6aZmVlGDk0zM7OMHJpmZmYZOTTNzMwycmiamZll5NA0MzPLyKFpZmaWkUPTzMwsI4emmZlZRg5NMzOzjByaZmZmGTk0zczMMnJompmZZeTQNDMzy8ihaWZmlpFD08zMLCOHppmZWUYOTTMzs4wcmmZmZhk5NM3MzDJyaJqZmWXk0DQzM8vIoWlmZpaRQ9PMzCwjh6aZmVlGDk0zM7OMHJpmZmYZOTTNzMwycmiamZll5NA0MzPLyKFpZmaWkUPTzMwsI4emmZlZRg5NMzOzjByaZmZmGTk0zczMMip4aEq6TFK1pLckzZN04h6On5oe95akpZI+s6/nNDMz2xsFDU1JZwEzgG8D44GngUclDWnk+GHAb9LjxgPfAW6W9LG9PaeZmdneKvSV5lXAnRExMyJejIgrgNXApY0c/xlgVURckR4/E7gLuHofzmlmZrZXChaakjoBxwCP1dv1GHB8Iy+b1MDxvwPKJe2/l+c0MzPbK4W80jwY6ACsrbd9LdCvkdf0a+T4jun59uacZmZme6VjsQsoNEmXAJekT7dKWlzMelqhg4H1xS6iEH76hWJXYJYX/sw233sa21HI0FwP1AJ9623vC6xp5DVrGjl+Z3o+NfecEfET4CeZq7bdSKqMiPJi12Fm2fgzm18Fa56NiB3APGBavV3TSHq8NqSikeMrI+LtvTynmZnZXil08+yNwD2SngWeIukdOwC4FUDS3QARcV56/K3AZyXdBNwGnACcD5yT9ZxmZmb5UtDQjIj7JfUGrgH6AwuA0yPi1fSQIfWOr5Z0OvAfJENIVgFXRsRDzTin5Zebts1aF39m80gRUewazMzMWgXPPWtmZpaRQ9PMzCwjh6aZmVlGDk0zM7OM2t2MQNbyJB3A36Y6rHVPZjNrK9x71vJK0qnAZcDfAcuBl4AlwCxgVkS8Lmm/iHineFWame0dh6bljaRuJCH5R+CnwAiSlWrGAJ2Ax4HrIqKmaEWa2W4kdQfejIjaYtfSGjg0LW8kXQmcV3+eS0mDgH8EvgpUAtMjYnsRSjSzHJIOBB4Cfk+y7OJfImJbA8cNB1b6C687All+9QI2S+oJIKmzJEXEioj4PnAaMByYUMwizWyXTwIfAK4m+UL7K0kXShqWrleMpD4kswoNLl6ZpcOhafn0EDAaOBsgIt6KiKj78JF8KDeRLBxuZsU3EbgFGAV8CNgC/IhkIYz/l05jej5wQkS8UqwiS4lD0/JpMXA38CNJsyV9BJIVbtJmoPEk9zd/W8QazQyQVEYyV/daYEtEPBYRHwUOAf4ZGAb8F/Bdkvm/Dd/TtBYgaQrwZeB9JGufzgN2AIcDv4+IC4tYnpmlJPUFukfEEkkdgHciJxQknQQ8AQyPiGVFKbLEODQtryT1iYh16eOjgeOB95IsGH4vUBERm4tXoZllJela4IqI6FPsWkqFQ9P2maShwBUkza+1wFaSJtgHI2JDEUszsyY0NWZakkjWJ94QEb8sbGWly6Fp+0zSn0k6ECwkaYbtA4wjCdD7gR9FxMa0J63/wZkVmaSOEbEzw3HdgK3+3P6Np9GzfSLpbOAgYFpEvJZu6wccQTIr0PkkTbPX+4NnVjIuT7/svgisb+hqM/2Su6XglZU4h6btq7FAVV1gAkTEGmAN8HtJS4FvSnowIhYVq0gzS0j6GElv2NUknfQekTQXWBYRr6fHdAa+K+mHEbG0aMWWIDfP2j6R9H7g18BngbsjYke9/fsDs4H7I+KmwldoZrkk3Uky3PB3wD8Bk4ENJL1kHwWqgHLg/0XEAUUqs2T5StP21R+B/wSuAvpK+iXwV2BnOpdlD5IJD+YVrUIzA5J7mST9D96MiJ8DP5d0EHAeya2Us4CXSfolPFysOkuZrzRtr0nqEBG1kg4BvgR8Ot31JFBBMmXekUBNREwpUplmlkpD82igS0T8n6T9I+LtnP2HAp8jaTmaGBF/Kk6lpcuhafukLjjTx51IvqmeQ7LCyRKSqfPujIjq4lVpZrlye7KnQ0s6kKx9G2nnvlsjokcxayxVDk3bK5J6kEz0fAzJvJVPAA/nLjgtqUddxwIzK749rWWbzgp0M0nr0BcKV1nr4dC0vSLpXmAK8BdgI3AccDDwf8B3IuLx9DgvOG1WYtKrSxoaBiZpILDRy/c1zKFpzSZpKsmKJieSTNLeNf05DriYZBjKdRFxR9GKNLPdSHofyXqZf6233V9sm8Ghac0m6bvA+Ig4tYF9fYGvAOcCkyPi5ULXZ2a7k/Re4DfA4yT9DP4ELMyd5jLtk/Ah4HcRsbUohbYCXhrM9saTwOGSxtXfERFrgeuAl4CTClyXmTXsfOANoBvJfLI3At+XdLGk8ZK6kMzidTvgK6kmeJym7Y25JD1jfyFpBvB7oDqniacWGEpyr9PMim8gyeQj30gXWDgbOAOYSjIz0DMkC1IviIg3i1ZlK+DmWdsrkkYDXwcmANUkH7pVJAOnTwPeFxFDilagmQG7Fps+AzgwIu6pt28iyTCxk0jGb344IjypQRMcmrbX0u7pp5JMxTUm3TyQpAftv0fEU8Wqzcz+Jr1f2SEitqefW+rGV6f7P0IynvqgYtXYWjg0rVkkjSIJytdImmgXRESNpO7A4SS9abdHRE0RyzSzDCTV9Wv5FcmV6MnFrKc1cGhaZpK+SXJVWQP0Bw4gWUPzPuBm97gzK00ZJjU4DljnFU32zKFpmaT3MOcCl5OsWrKS5H7mpcDHSe5lXhoRD3uxabPSIKlXRGzMeS6S/+97XOZecmhaJpKuBU6OiPelz3d9c01XSfgP4CjglIh4o3iVmhmApMHAPSRDxGYDz+YuKl0XoECniHjLX3az8ThNy2oFcIik/gAR8Y6kTpLK0pCcQTIr0EeLWaSZ7fJpklm7TgG+BcyUdJWk8nShhQAGAy9JOsSBmY2vNC0TSQNIZhF5CbgmIioaOObPwI8iYmaByzOzeiQ9SrKO7f+SjMecTNIXYTvJmpn/R7LY9GkRMbJYdbY2Dk3bo7pmm3QGoBkkC9QuIGn2eQx4neTe5lXA4NwmIDMrPEndgH8FtkXE9em2/UmC81SS1Ym6A8cCn42IHxer1tbGoWnNImkYcCbJYOgBJAtNdwH+DNwREf9ZtOLMbBdJBwIHRMRrDSw23YOkU983gIM8C1B2Dk3bI0m9gN4k4biVZAagA0kmNOgGvAO8HBEri1akme1RvUXjfwocFRHvLXJZrYrnnrUmSTqHpEPBFGA9yYQGr5A0yz7iRabNSk9uOObKCcyOwJvA9wtdW2vnK01rVNqEswT4OfAj4D3A+0gmdu4PPAdcFRHrilWjmTWubsYfj8vMH4emNUrSlcAn6jffpMsIfRj4JsmkBlMjYnPhKzSzXJIOAK4BfhsRs+vt6wC846El+8bjNK0pZSSdZweTPOgsqWNEbI+IX5AsWNuVpEeemRXfhSSLwN8o6XeS/kXSkZA0zaa94AdK+vc0YK2ZHJrWlF+SdAC6CCAi3oqInen9ECLiRWADyUTtZlZ8pwL3Az8D1pJ8sb1L0oPpgtP9gA+Q3FbZVsQ6Wy13BLKmLAduAm6QdC5wK8mwkg2SepOM9ToSOLd4JZoZ7OqDsD+wKCJuSqe3PAY4nmSe6E8DFwDjge8Vq87Wzvc0bY8kjQC+BEwHDiYZcvI60Bd4KCK+ULzqzKyOpMOA3vXXspU0kGQigw+SNOEOjYi/FqHEVs+haY1KF659T0QsSZ8PJPnmejTJOM0HgOcjYkfRijSzBjW0oomk64B/iIixxausdXNo2rukHQf+GXgv8Aawk2SVhHsjYmExazOz5ksDtAx4AvjviPhBkUtqtRya9i6SlgAvAhUk9737kgToQcBvge9FxKriVWhmdXKX9NrTsJJ0dq/NEbGzkDW2Je4IZLuR9I8kvao/UTf2Mp38eTRwGklHgi6SPutmWbPiS4eRHB4RL+bM+COSz/FuARoRG9N9tpc85MTqG0Ky/NeulUoiYktEVEbEt0hWMvl7kvuaZlZkkj4OLJQ0R9KXJA2ORN24zP0kdZV0pBea3ncOTatvFnAy8KX0CrO+h0nW4nt/IYsys0adBTxLckvlE0CFpN9IOk/SAWlHoCnAcw7Mfed7mvYukv4VuBh4FLiT5MNYExE1kt4DzAdOj4ini1elmaVTWj6S/twNHEoytGQKyXjMDiTr3o4BXo2Ijxep1DbDoWm7SNovIt5JF6u9hKQpdgjJgtNPAYOBUcBfIuKDxavUzGBXf4NLgC0R8ZOc7QNJgnIicAowFTg2IuYVpdA2xKFpu5HUOSLeynk+haT5p5zkXuezJBMarClSiWZWT929yvpLgqWdfq4DLomIAcWrsO1w71kDIJ2T8kxggqTDScLx/nSlhNnpMbsFqpkVV11P2Lp7lbm9Z9POQCHpeJL5aC0PfKVpAEh6BBhBcv9yFXACMBZYCvyAZM7ZnXVNuMWr1MzqpKsONTrmMr3VcjFJ69DawlXWdjk0DUknk3wTHR8RKyR1Jpk9ZCzJuMxTgFsi4sYilmlmjUgnNSC3adZahoecGCQ97V6IiBWwawmwN9Lesf8M3A5cL2lCMYs0s4SkEyTNl3SRpE7pmMy6ptmO6dhMSTq4LlAtPxyaBvB74EhJp9Xfkc4K9D3gaZIeeGZWfJcARwDfBLZJ+q2kDwJExM70FsrxJOtqegagPHJoGsA8kjGZt0j6iqRjJB2Ys78r6TivolRnZvUNBa4hWVD60+m2ByRtlnS7pHHA2cAAzzObX76naQBIGgx8lWSmn03An4A1QC0wCRgdEaOLV6GZAUgaAFwP/CkibkubX7uTdOQ7BfgYcBTJgtR/HxH/W7Ri2yCHpu1G0lEkU3EdTzIkqSdJ0+yNEfFCMWszs4Sk3sABEbG83va6z+wVwJUR0aMI5bVpDs12TFIZyTfSj5JM0P48UFk3cYGk0cAyYIfnrDRrPST9D1AbER8rdi1tjSc3aN9+QBKYq4FeJPdJ1kj6FcmamYuLWJuZ7QVJXUluscwodi1tka802ylJY4BnSGYBmhcRGyQdAnyKpGNBP+DzwE98lWnWukgqi4iaYtfRFjk02ylJ/wKcFhFT0ue7zSwi6dskV6EnR8SqIpVpZilJfUl6yz4SERubOK5zRLzltTNbhoectF8vAv0ljYBkbFc6KLpzun8msI3kStTMiu8a4C7gFUkPSDo97Zewi6QhwGfTK00HZgtwaLZfs4GdwK8l/UP6IdtZNyF7RFSTrMXnJh6z0lBOMtHIP5P0kP1voFrSzTmzdV0MfMZNsy3HzbPtWDre6z+AI4EVJCubPJE+vhz4R2BoRLxZtCLNrO6zOgN4PCJ+kg4tGQH8PXAOyWd4ETAc+JeIcCegFuLQbOfS8V4fBKaRfOBGk3yLfRK4LSLuK2J5ZgakM3SdDKyLiLn19h1AMqXe1ST9ELpFxPbCV9k+ODTbIUmDSL6lArxJ8g11O0lodiW5l7m+qc4GZlY8DXXykXQncGhEnFicqtoHj9NsZyRdClwIjCMJx6UkzbF/BB6MiFeKWJ6ZNUDSfiRrTdctNl0/MLsAAwAv39fCfKXZjqRNsa8ANwD/CRxCMtfsSSQTsq8imXprkburm7Ue6WLT5RFRUexa2jqHZjsi6QrgExExsYF9k4HvAAOB90bE+kLXZ2a7S8NwGPCqe8SWBg85aV92AN0kHQHJrCGSOgFExBzgXOAtkgHUZlZ8lwPPAbdK+pCkfvUXlZbUXdIZdZ9la1kOzfblQeAd4POSukVETUTsSO+XEBF/BV4HBhWxRjP7m7NIhoKNAP4HqAB+IGmypIPSY/4RuDYidhSnxPbFodlOSBKwkWRWkWnAqnSx2mPS/UMkfYJkvNcvi1epmQGkc0G/DcxMe8S+B7idZIjYbOAJSV8mmSN6bmPnsfzyPc12RlIPYAjJepkfAU5Id60BBNwTEV8vSnFmtouk/sDZwKKI+F29feOBi9L9PYHBEbGy8FW2Pw7NdkBSH+CfSKbfWk8yJvN1YA7JSif7kzT//DYiXi5SmWZWTzqUJOomYK/bXtezXdK/AadHxPhi1djeODTbgXTQ81jgf0maaHuRNMOOAtYB19SfZcTMSkNjw7/SmYCqgDsi4nuFr6x9cmi2cem30y0k30Zn52wbAkwkaeIZDvxDRFQVrVAz20VSd2BLU2Ol0xWJzgJ+4U5AheOOQG3fGKCaZLgJkE4rEvFqRPwS+BBJU+3Hi1OemTXgB8CFko5MA7QhnSPiLgdmYTk0276lJE2w/yFpZN3wkjrpgOm7gL8rRnFmtjtJ55As8XUD8CuSISYfkXRoeo+z7l7nXXVjrq1w3DzbDkg6DriVpAPQbcAfgE0RsTW9L3I38FZEfKKIZZoZIGkmUAt8n2TVkk8ChwKLgd+QfH5HAzMiwhMaFJhDs51Iv5FeC0wnWdmkAniNZO7Z1cBFEfFC8So0s3SdzC8B3SPiKznbx5JcfZ4JdAZ6AHdFxKeKUWd75tBsZ9LhJ2cAHyaZMm8B8EBEvFTMuswsIakn0DciXkqnxns7t0OQpLOAXwATIuLPRSqz3XJotmOS9ouId4pdh5k1Le2LoIiolXQxSdPsAcWuqz3yeprtmAPTrHWo91ntBlxXrFraO19pmpm1IulyYbX+0lscDk0zM7OMPE7TzMwsI4emmZlZRg5NMzOzjByaZmZmGTk0zczMMnJompmZZfT/Ae1Cajzjag2OAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 504x360 with 1 Axes>"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plot_histogram(result.get('quasi_dists'))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "34e2b388",
   "metadata": {},
   "source": [
    "이번에는 백엔드를 지정하여 계산해 봅시다. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "516251d1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Job ID: c8snnmurpjuo8uetd470\n",
      "{'quasi_dists': [{'0000000000': 0.4921875, '1111111111': 0.5078125}], 'metadata': [{'header_metadata': None, 'shots': 1024}]}\n"
     ]
    }
   ],
   "source": [
    "# Specify the program inputs here.\n",
    "program_inputs = {\n",
    "    \"circuits\": qc,\n",
    "    \"circuit_indices\": [0],\n",
    "#    \"shots\":2048\n",
    "}\n",
    "\n",
    "# Specify the backend name.\n",
    "options = {\"backend_name\": \"ibmq_qasm_simulator\"}\n",
    "\n",
    "job = service.run(\n",
    "    program_id=\"sampler\",\n",
    "    options=options,\n",
    "    inputs=program_inputs,\n",
    ")\n",
    "\n",
    "# Printing the job ID in case we need to retrieve it later.\n",
    "print(f\"Job ID: {job.job_id}\")\n",
    "\n",
    "# Get the job result - this is blocking and control may not return immediately.\n",
    "qasm_result = job.result()\n",
    "print(qasm_result)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "ad75ede0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 504x360 with 1 Axes>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plot_histogram(qasm_result.get('quasi_dists'))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "60a70fe1",
   "metadata": {},
   "source": [
    "### 3. Running Sample Circuit on a real device\n",
    "\n",
    "실제 양자백엔드에서 계산을 해보기 위해 계정을 스탠다드 플랜으로 변경해보겠습니다.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "26c3eb01",
   "metadata": {},
   "outputs": [],
   "source": [
    "IBMRuntimeService.save_account(auth=\"cloud\", token=\"your token\", instance=\"your _ crn\", overwrite=True)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "16a58d6b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<IBMBackend('ibm_algiers')>, <IBMBackend('ibm_canberra')>]"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "service = IBMRuntimeService()\n",
    "service.backends()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "3b2ade79",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Job ID: c8snqkmrpjuo8uetd4a0\n",
      "{'quasi_dists': [{'0000000000': 0.31075, '0000000001': 0.02875, '0000010000': 0.004, '0100000000': 0.00125, '0100000001': 0.00025, '0000010001': 0.0005, '0100010000': 0.00025, '0100011111': 0.00025, '0000010011': 0.0005, '0100111111': 0.0005, '0000010101': 0.0005, '0101110111': 0.00025, '0101111111': 0.00075, '0000011000': 0.001, '0110000111': 0.00025, '0110011111': 0.0005, '0110100000': 0.00025, '0000011011': 0.00075, '0110111101': 0.00025, '0110111111': 0.00175, '0111000001': 0.00025, '0000011101': 0.00025, '0111011000': 0.00025, '0111011111': 0.00025, '0000011110': 0.00125, '0111100000': 0.0005, '0111101110': 0.00025, '0111101111': 0.00025, '0000011111': 0.00725, '0111110000': 0.00025, '0111111000': 0.00025, '0111111001': 0.00025, '0111111101': 0.0005, '0111111110': 0.00025, '0111111111': 0.00425, '0000000010': 0.00925, '0000100000': 0.003, '1000000000': 0.005, '1000000001': 0.00025, '1000000010': 0.00025, '1000000100': 0.00025, '1000000111': 0.0005, '1000001000': 0.00025, '1000001100': 0.0005, '1000001110': 0.0005, '0000100010': 0.00025, '1000100111': 0.00025, '0000100011': 0.0005, '1000111101': 0.00025, '0000100100': 0.00025, '1001000000': 0.00025, '1001000011': 0.0005, '1001011111': 0.00025, '1001100000': 0.00025, '1001101111': 0.00025, '0000100111': 0.00025, '1001111100': 0.0005, '1001111111': 0.00025, '0000101000': 0.00025, '0000101010': 0.00025, '0000101011': 0.00025, '1011000000': 0.00025, '0000101101': 0.00025, '1011010100': 0.00025, '0000101110': 0.0005, '1011101111': 0.00025, '0000101111': 0.00225, '1011110100': 0.00025, '1011110111': 0.00025, '1011111001': 0.00025, '1011111100': 0.00075, '1011111101': 0.0005, '1011111110': 0.0005, '1011111111': 0.001, '0000000011': 0.02125, '0000110000': 0.002, '1100000000': 0.007, '1100000001': 0.00075, '1100000011': 0.00075, '1100000100': 0.00075, '1100000110': 0.00075, '1100000111': 0.0005, '1100001111': 0.00025, '0000110001': 0.0005, '1100010000': 0.00025, '1100011010': 0.00025, '1100011111': 0.00025, '0000110010': 0.001, '1101000111': 0.00025, '1101001111': 0.00025, '0000110101': 0.00025, '1101011111': 0.00025, '1101100000': 0.00075, '1101100011': 0.00025, '0000110111': 0.00025, '1101110000': 0.00025, '1101110111': 0.00025, '1101111000': 0.00025, '1101111011': 0.0005, '1101111100': 0.00075, '1101111101': 0.00025, '1101111110': 0.00075, '1101111111': 0.0045, '0000111000': 0.00025, '1110000000': 0.00925, '1110000001': 0.00075, '1110000010': 0.0005, '1110000011': 0.00025, '1110000100': 0.00025, '1110000111': 0.001, '1110001000': 0.0005, '1110001111': 0.00075, '1110010001': 0.00025, '1110011000': 0.00025, '1110011100': 0.00025, '1110011101': 0.00025, '1110011110': 0.00025, '1110011111': 0.0005, '1110100000': 0.00025, '1110101111': 0.00025, '0000111011': 0.0005, '1110110111': 0.00025, '1110111000': 0.0005, '1110111001': 0.00025, '1110111011': 0.0005, '1110111101': 0.0005, '1110111111': 0.00375, '0000111100': 0.0005, '1111000000': 0.00625, '1111000001': 0.0005, '1111000010': 0.0005, '1111000011': 0.00025, '1111000101': 0.00025, '1111000110': 0.00025, '1111001011': 0.00025, '1111001100': 0.0005, '1111001101': 0.00075, '1111001110': 0.00025, '1111001111': 0.002, '0000111101': 0.002, '1111010000': 0.00225, '1111010011': 0.0005, '1111010110': 0.00025, '1111010111': 0.0005, '1111011000': 0.0005, '1111011001': 0.00025, '1111011010': 0.00025, '1111011011': 0.00025, '1111011100': 0.0005, '1111011101': 0.00075, '1111011110': 0.00125, '1111011111': 0.00375, '0000111110': 0.00075, '1111100000': 0.008, '1111100001': 0.00075, '1111100011': 0.00125, '1111100101': 0.00025, '1111100111': 0.001, '1111101000': 0.001, '1111101001': 0.00025, '1111101010': 0.00025, '1111101011': 0.0005, '1111101100': 0.00125, '1111101101': 0.001, '1111101110': 0.00125, '1111101111': 0.007, '0000111111': 0.0035, '1111110000': 0.00925, '1111110001': 0.00075, '1111110010': 0.00125, '1111110011': 0.00175, '1111110100': 0.002, '1111110101': 0.00175, '1111110110': 0.00425, '1111110111': 0.01425, '1111111000': 0.01825, '1111111001': 0.00425, '1111111010': 0.00275, '1111111011': 0.01325, '1111111100': 0.0245, '1111111101': 0.025, '1111111110': 0.03525, '1111111111': 0.21, '0000000100': 0.006, '0001000000': 0.001, '0001000011': 0.00025, '0001000101': 0.00025, '0001001101': 0.00025, '0000000101': 0.00225, '0001011100': 0.00025, '0001011111': 0.00025, '0000000110': 0.005, '0001100000': 0.0015, '0001100101': 0.00025, '0001101000': 0.0005, '0001101011': 0.00025, '0001101111': 0.00175, '0000000111': 0.0155, '0001110000': 0.0005, '0001110100': 0.0005, '0001110101': 0.00025, '0001110111': 0.00075, '0001111000': 0.001, '0001111001': 0.0005, '0001111010': 0.00025, '0001111011': 0.00025, '0001111100': 0.00125, '0001111101': 0.002, '0001111110': 0.00175, '0001111111': 0.01175, '0000001000': 0.00775, '0010000000': 0.0075, '0010000011': 0.0005, '0010000101': 0.00025, '0010000111': 0.00025, '0000001001': 0.001, '0010010110': 0.00025, '0010011000': 0.00025, '0010011111': 0.00025, '0000001010': 0.00075, '0000001011': 0.0015, '0010111110': 0.00025, '0010111111': 0.00025, '0000001100': 0.003, '0011000000': 0.0005, '0000001101': 0.003, '0011010000': 0.00025, '0011011100': 0.00025, '0011011111': 0.00025, '0000001110': 0.00275, '0011100000': 0.0005, '0011101111': 0.00025, '0000001111': 0.013, '0011110000': 0.00025, '0011110100': 0.00025, '0011111011': 0.00025, '0011111100': 0.0005, '0011111101': 0.00025, '0011111110': 0.00125, '0011111111': 0.00575}], 'metadata': [{'header_metadata': {}, 'shots': 4000}]}\n"
     ]
    }
   ],
   "source": [
    "# Specify the program inputs here.\n",
    "program_inputs = {\n",
    "    \"circuits\": qc,\n",
    "    \"circuit_indices\": [0],\n",
    "#    \"shots\":10000\n",
    "}\n",
    "\n",
    "# Specify the backend name.\n",
    "options = {\"backend_name\": \"ibm_algiers\"}\n",
    "\n",
    "job = service.run(\n",
    "    program_id=\"sampler\",\n",
    "    options=options,\n",
    "    inputs=program_inputs,\n",
    ")\n",
    "\n",
    "# Printing the job ID in case we need to retrieve it later.\n",
    "print(f\"Job ID: {job.job_id}\")\n",
    "\n",
    "# Get the job result - this is blocking and control may not return immediately.\n",
    "real_result = job.result()\n",
    "print(real_result)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "d6c927b3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 504x360 with 1 Axes>"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plot_histogram(real_result.get('quasi_dists'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "61f6879e",
   "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": "3.9.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}