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{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 0
    },
    "id": "D7avgus1L7Ea",
    "outputId": "b7d44989-3080-4e44-b2bb-e37f157cf789",
    "tags": []
   },
   "outputs": [],
   "source": [
    "# !pip install pennylane --quiet # run once"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 355
    },
    "id": "lcrQHMBnMgTz",
    "outputId": "da2da62c-e4a9-4957-9a0e-dc0843c3e421"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(<Figure size 1000x900 with 1 Axes>, <Axes: >)\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x900 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pennylane as qml\n",
    "\n",
    "dev = qml.device(\"default.qubit\", wires=8)\n",
    "\n",
    "@qml.qnode(dev)\n",
    "def circuit(params):\n",
    "    qml.RY(params[0], wires=0)\n",
    "    qml.RY(params[0], wires=1)\n",
    "    qml.RY(params[0], wires=2)\n",
    "    qml.RY(params[0], wires=3)\n",
    "    qml.RY(params[0], wires=4)\n",
    "    qml.RY(params[0], wires=5)\n",
    "    qml.RY(params[0], wires=6)\n",
    "    qml.RY(params[0], wires=7)\n",
    "    qml.RY(params[0], wires=0)\n",
    "    qml.RY(params[0], wires=1)\n",
    "    qml.RY(params[0], wires=2)\n",
    "    qml.RY(params[0], wires=3)\n",
    "    qml.RY(params[0], wires=4)\n",
    "    qml.RY(params[0], wires=5)\n",
    "    qml.RY(params[0], wires=6)\n",
    "    qml.RY(params[0], wires=7)\n",
    "    qml.RY(params[0], wires=0)\n",
    "    qml.RY(params[0], wires=1)\n",
    "    qml.RY(params[0], wires=2)\n",
    "    qml.RY(params[0], wires=3)\n",
    "    qml.RY(params[0], wires=4)\n",
    "    qml.RY(params[0], wires=5)\n",
    "    qml.RY(params[0], wires=6)\n",
    "    qml.RY(params[0], wires=7)\n",
    "    qml.RY(params[0], wires=0)\n",
    "    qml.RY(params[0], wires=1)\n",
    "    qml.RY(params[0], wires=2)\n",
    "    qml.RY(params[0], wires=3)\n",
    "    qml.RY(params[0], wires=4)\n",
    "    qml.RY(params[0], wires=5)\n",
    "    qml.RY(params[0], wires=6)\n",
    "    qml.RY(params[0], wires=7)\n",
    "    qml.RY(params[0], wires=0)\n",
    "    qml.RY(params[0], wires=1)\n",
    "    qml.RY(params[0], wires=2)\n",
    "    qml.RY(params[0], wires=3)\n",
    "    qml.RY(params[0], wires=4)\n",
    "    qml.RY(params[0], wires=5)\n",
    "    qml.RY(params[0], wires=6)\n",
    "    qml.RY(params[0], wires=7)\n",
    "    qml.RY(params[0], wires=0)\n",
    "    qml.RY(params[0], wires=1)\n",
    "    qml.RY(params[0], wires=2)\n",
    "    qml.RY(params[0], wires=3)\n",
    "    qml.RY(params[0], wires=4)\n",
    "    qml.RY(params[0], wires=5)\n",
    "    qml.RY(params[0], wires=6)\n",
    "    qml.RY(params[0], wires=7)\n",
    "    qml.RY(params[0], wires=0)\n",
    "    qml.RY(params[0], wires=1)\n",
    "    qml.RY(params[0], wires=2)\n",
    "    qml.RY(params[0], wires=3)\n",
    "    qml.RY(params[0], wires=4)\n",
    "    qml.RY(params[0], wires=5)\n",
    "    qml.RY(params[0], wires=6)\n",
    "    qml.RY(params[0], wires=7)\n",
    "    return qml.expval(qml.PauliZ(0)), qml.expval(qml.PauliZ(1)), qml.expval(qml.PauliZ(2)), qml.expval(qml.PauliZ(3)), qml.expval(qml.PauliZ(4)), qml.expval(qml.PauliZ(5)), qml.expval(qml.PauliZ(6)), qml.expval(qml.PauliZ(7))\n",
    "params =[0]\n",
    "\n",
    "print(qml.draw_mpl(circuit, style='sketch')(params))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "ovTzqCRW3ot6",
    "outputId": "0d7b9027-a597-4183-fc05-e55d03e33cb4",
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'resources': Resources(num_wires=8, num_gates=56, gate_types=defaultdict(<class 'int'>, {'RY': 56}), gate_sizes=defaultdict(<class 'int'>, {1: 56}), depth=7, shots=Shots(total_shots=None, shot_vector=())),\n",
       " 'num_observables': 8,\n",
       " 'num_diagonalizing_gates': 0,\n",
       " 'num_trainable_params': 0,\n",
       " 'num_device_wires': 8,\n",
       " 'device_name': 'default.qubit',\n",
       " 'expansion_strategy': 'gradient',\n",
       " 'gradient_options': {},\n",
       " 'interface': 'auto',\n",
       " 'diff_method': 'best',\n",
       " 'gradient_fn': 'backprop'}"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "qml.specs(circuit)(params)"
   ]
  }
 ],
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