benchmarks-braket.ipynb.template

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### QED-C Prototype Benchmarks - Braket Version\n",
    "The notebook contains a suite of prototype application benchmarks for the Amazon Braket API.\n",
    "Configure and run the cell below with the desired execution settings.\n",
    "Then execute the remaining cells, each containing one prototype benchmark program."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Default Benchmark Parameters\n",
    "min_qubits=2\n",
    "max_qubits=8\n",
    "max_circuits=3\n",
    "num_shots=100\n",
    "\n",
    "backend_id = \"simulator\"\n",
    "\n",
    "# # *** To run benchmarks in Braket, you must have an Amazon Braket account\n",
    "# # Set your access key, default region and S3 info here, or set in shell variables before starting notebook\n",
    "# import os\n",
    "# os.environ[\"AWS_ACCESS_KEY_ID\"] = \"YOUR_AWS_ACCESS_KEY_ID\"\n",
    "# os.environ[\"AWS_SECRET_ACCESS_KEY\"] = \"YOUR_AWS_SECRET_ACCESS_KEY\"\n",
    "# os.environ[\"AWS_DEFAULT_REGION\"] = \"YOUR_AWS_DEFAULT_REGION\"\n",
    "# os.environ[\"AWS_BRAKET_S3_BUCKET\"] = \"YOUR_AWS_BRAKET_S3_BUCKET\"\n",
    "# os.environ[\"AWS_BRAKET_S3_PREFIX\"] = \"YOUR_AWS_BRAKET_S3_PREFIX\"\n",
    "\n",
    "# # *** Select a managed device on which to run the benchmarks\n",
    "# backend_id = \"arn:aws:braket:::device/quantum-simulator/amazon/sv1\"\n",
    "# backend_id = \"arn:aws:braket:::device/qpu/rigetti/Aspen-9\"\n",
    "# backend_id = \"arn:aws:braket:::device/qpu/ionq/ionQdevice\"\n",
    "\n",
    "# # *** Uncomment these to override benchmark parameters here if you like\n",
    "# # (typically to use smaller numbers for quantum hardware devices, to minimize costs)\n",
    "# min_qubits=2\n",
    "# max_qubits=5\n",
    "# max_circuits=1\n",
    "# num_shots=50"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Deutsch-Jozsa"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "import sys\n",
    "sys.path.insert(1, \"deutsch-jozsa/braket\")\n",
    "import dj_benchmark\n",
    "dj_benchmark.run(min_qubits=min_qubits, max_qubits=max_qubits, max_circuits=max_circuits, num_shots=num_shots,\n",
    "                backend_id=backend_id)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Bernstein-Vazirani"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "import sys\n",
    "sys.path.insert(1, \"bernstein-vazirani/braket\")\n",
    "import bv_benchmark\n",
    "bv_benchmark.run(min_qubits=min_qubits, max_qubits=max_qubits, max_circuits=max_circuits, num_shots=num_shots,\n",
    "                backend_id=backend_id)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Hidden Shift"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "import sys\n",
    "sys.path.insert(1, \"hidden-shift/braket\")\n",
    "import hs_benchmark\n",
    "hs_benchmark.run(min_qubits=min_qubits, max_qubits=max_qubits, max_circuits=max_circuits, num_shots=num_shots, \n",
    "                backend_id=backend_id)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Quantum Fourier Transform - Method 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "import sys\n",
    "sys.path.insert(1, \"quantum-fourier-transform/braket\")\n",
    "import qft_benchmark\n",
    "qft_benchmark.run(min_qubits=min_qubits, max_qubits=max_qubits, max_circuits=max_circuits, num_shots=num_shots,\n",
    "                method=1,\n",
    "                backend_id=backend_id)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Quantum Fourier Transform - Method 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "import sys\n",
    "sys.path.insert(1, \"quantum-fourier-transform/braket\")\n",
    "import qft_benchmark\n",
    "qft_benchmark.run(min_qubits=min_qubits, max_qubits=max_qubits, max_circuits=max_circuits, num_shots=num_shots,\n",
    "                method=2,\n",
    "                backend_id=backend_id)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Grover"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "import sys\n",
    "sys.path.insert(1, \"grovers/braket\")\n",
    "import grovers_benchmark  \n",
    "grovers_benchmark.run(min_qubits=min_qubits, max_qubits=max_qubits, max_circuits=max_circuits, num_shots=num_shots,\n",
    "                backend_id=backend_id)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Phase Estimation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "import sys\n",
    "sys.path.insert(1, \"phase-estimation/braket\")\n",
    "import pe_benchmark\n",
    "pe_benchmark.run(min_qubits=min_qubits, max_qubits=max_qubits, max_circuits=max_circuits, num_shots=num_shots,\n",
    "                backend_id=backend_id)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Hamiltonian Simulation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "import sys\n",
    "sys.path.insert(1, \"hamiltonian-simulation/braket\")\n",
    "import hamiltonian_simulation_benchmark\n",
    "hamiltonian_simulation_benchmark.run(min_qubits=min_qubits, max_qubits=max_qubits,\n",
    "                max_circuits=max_circuits, num_shots=num_shots,\n",
    "                backend_id=backend_id)"
   ]
  }
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